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Skill 29 · Knowledge Base For Startups
Subchapter 29.7
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Searchable index of hundreds of learn articles from aws.amazon.com/startups/learn, organized by category. Use it to find the right article, then open the linked file for full content.
source_url in its frontmatter so you can cite the canonical URL.Generative AI resources: building with Bedrock/SageMaker, RAG, fine-tuning, AI agents, GenAIOps, foundation model selection, and startup AI case studies.
| Article | Summary | Keywords |
|---|---|---|
| 6 questions startup founders ask about generative AI | Infographic answering top founder questions on gen AI use cases, productivity, and customer experience | generative AI, startups, infographic, use cases, productivity |
| A guide on using AI-powered analytics to maximize startup growth | Practical guide to AI analytics with SageMaker, Lex, and Forecast for data-driven startup decisions | AI analytics, Amazon SageMaker, Amazon Forecast, Amazon Lex, startups |
| A new chapter in experiential content: how generative AI empowers creators | Video: Founders discuss gen AI’s impact on content creation, prompt-based image generation, and brand engagement | generative AI, content creation, creators, NLG, image generation |
| A Seven-Step Checklist to Get Your Generative AI Application Security-Ready | Seven actionable security controls - governance, access, monitoring - for production gen AI apps | security, generative AI, compliance, governance, Amazon Bedrock |
| Anthropic Claude 3: Next-gen models on Amazon Bedrock | Overview of Claude 3 Opus, Sonnet, and Haiku model family - capabilities, tradeoffs, and multimodal inputs | Claude 3, Amazon Bedrock, Anthropic, foundation models, multimodal |
| Automating Unstructured Data Processing with Amazon SageMaker | Case study: Super.AI uses SageMaker active learning to automate image and text data processing at scale | Amazon SageMaker, unstructured data, active learning, labeling, e-commerce |
| AWS Generative AI Accelerator seeks the next generation of global AI leaders | 2025 GAIA applications are open - up to $1M credits, mentorship, and go-to-market support for AI startups | AWS Generative AI Accelerator, startups, credits, mentorship |
| AWS launches global generative AI accelerator for startups | Announcement of the first AWS Generative AI Accelerator - 10 weeks, $300K credits, global applications | AWS Generative AI Accelerator, startups, credits, Runway |
| Blockchain and generative AI: Fueling innovation within the digital economy | How blockchain and gen AI converge for AI governance, smart-contract security, and onchain economy innovation | blockchain, generative AI, Amazon Bedrock, Coinbase, Prove AI, AI governance |
| Boosted.ai’s generative AI portfolio manager surfaces near-instant finance insights with AWS | Case study: Boosted.ai cuts LLM costs 90% by domain-optimizing a model for capital markets on AWS | Boosted.ai, LLM, finance, cost optimization, domain-specific models |
| Build AI agents that scale: Serverless architecture on AWS | Architecture guide for building production agentic AI apps with Bedrock, Knowledge Bases, S3 Vectors, and AgentCore | AI agents, serverless, Amazon Bedrock, AgentCore, S3 Vectors, RAG |
| Build and deploy a cutting-edge generative AI application with LangChain and Amazon Bedrock | Video: Harrison Chase shows how to integrate LangChain with Bedrock for gen AI app development | LangChain, Amazon Bedrock, open-source, generative AI, development |
| Building Generative AI Applications for Your Startup | Step-by-step primer on foundation models, prompt engineering, RAG, and fine-tuning for startup builders | foundation models, Amazon Bedrock, LangChain, RAG, fine-tuning |
| Choosing the Right Generative AI Learning Path | Pick the right gen AI courses and resources for technical and non-technical founders to upskill fast | generative AI, learning paths, startups, foundation models |
| Conquering Large-Scale Inference | Video: AssemblyAI’s VP shares techniques for efficient large-scale deep learning model inference | inference, AssemblyAI, parallelization, distributed systems, GPUs |
| Crate builds with generative AI on AWS to reimagine online spaces | Case study: Crate uses gen AI to auto-organize and personalize digital content collections for users | Crate, generative AI, personalization, content curation, AWS |
| Data-centric AI development in the FM/LLM era | Video: Adapting foundation models to custom use cases with data-centric workflows and weak supervision | Snorkel AI, foundation models, LLM, data labeling, fine-tuning |
| Fireworks AI: build and run AI agents and applications blazing fast | Case study: Fireworks AI lets businesses run and customize open models with one line of code on AWS | Fireworks AI, model serving, inference, AWS, open-source models |
| Generative AI: The next productivity frontier | Video: Founders from Crate, Knowtex, Fireworks, and Yellow discuss automating work with gen AI | generative AI, productivity, automation, startups |
| Generative AI | Hub page listing all AWS Startups gen AI articles, guides, and customer stories in one place | generative AI, AWS Startups, resource hub, index |
| How Amazon SageMaker helps Widebot provide Arabic sentiment analysis | Case study: Widebot builds an Arabic sentiment classifier on SageMaker for chatbot analytics | Amazon SageMaker, NLP, sentiment analysis, Arabic, chatbots |
| How Climate Tech Startups Use Generative AI to Address the Climate Crisis | Case study: BrainBox AI and others use Bedrock to cut building emissions and accelerate climate solutions | climate tech, Amazon Bedrock, BrainBox AI, sustainability, HVAC |
| How Generative AI is Changing the Startup Landscape | Understand how startups both consume and produce gen AI tools to innovate faster with fewer resources | generative AI, startups, innovation, HuggingFace, Anthropic |
| How Machine Learning Helps Fraud.net Build App to Combat Fraud | Case study: Fraud.net uses ML on AWS serverless to detect financial fraud via cross-industry data sharing | Fraud.net, machine learning, fraud detection, serverless, fintech |
| How Patronus AI helps enterprises boost their confidence in generative AI | Case study: Patronus AI automates LLM evaluation and adversarial testing to reduce hallucination risk | Patronus AI, LLM evaluation, trustworthiness, testing, generative AI |
| How Phagos is using generative AI to change the way infectious diseases are treated | Case study: Phagos matches phages to bacteria with gen AI on SageMaker, developing treatments in 2 months | Phagos, Amazon SageMaker, genomics, phage therapy, biotech |
| How Pieces Technologies leverages AWS services to predict patient outcomes | Case study: Pieces predicts patient adverse events using ML on EKS, MWAA, and natural language generation | Pieces Technologies, Amazon EKS, MWAA, healthcare, predictive AI |
| How Proto is bringing cutting-edge avatars to life with Amazon Bedrock | Case study: Proto migrates to Bedrock for realistic AI hologram avatars with guardrails and multi-FM access | Proto, Amazon Bedrock, Claude, avatars, holograms, generative AI |
| How Snoonu revolutionized its business using Amazon Bedrock and Amazon Personalize | Case study: Snoonu automates product categorization with Bedrock and adds real-time recs with Personalize | Snoonu, Amazon Bedrock, Amazon Personalize, e-commerce, categorization |
| How Snorkel AI achieved over 40% cost savings by scaling ML workloads using Amazon EKS | Case study: Snorkel AI cuts cluster compute costs 40%+ with EKS autoscaling and Savings Plans | Snorkel AI, Amazon EKS, cost optimization, autoscaling, ML infrastructure |
| How to take a generative AI proof of concept to production | Video: Steps to move a gen AI PoC into safe production deployment with Loka and AWS | generative AI, production deployment, PoC, startups, AWS |
| Leonardo AI drives tech evolution using generative AI on AWS | Case study: Leonardo AI scales to 15M users with EC2 Inferentia2, cutting costs 60% and boosting LLM speed 35% | Leonardo AI, EC2, Inferentia2, image generation, generative AI |
| Week 9: Leveraging Vendors to Move Faster | Course module on build-vs-buy decisions and software procurement strategies for startups | build vs buy, vendors, procurement, startups |
| Mapping the trajectory of generative AI: from learning to impact | Video: Keynote panel on gen AI’s cross-industry impact, ethics, privacy, and responsible deployment | generative AI, ethics, responsible AI, healthcare, innovation |
| Meet your AWS Startup generative AI support team | Understand the roles of Account Managers, Solutions Architects, and specialists who support gen AI startups | AWS Startups, support team, co-build, co-market, co-sell |
| Meeting.ai automates time-consuming meeting tasks with Amazon Bedrock | Case study: Meeting.ai uses Claude on Bedrock for multilingual meeting transcription, cutting costs 33% | Meeting.ai, Amazon Bedrock, Claude, transcription, Bahasa Indonesia |
| Noetik powers precision cancer therapies with machine learning | Case study: Noetik trains multimodal cancer biology models on SageMaker HyperPod with 256 NVIDIA H100s | Noetik, SageMaker HyperPod, NVIDIA H100, cancer, foundation models, AWS Generative AI Accelerator |
| Optimize the cost of generative AI for your startup | Infographic showing how early decisions shape gen AI project costs and strategies to control spend | cost optimization, generative AI, startups, budgeting |
| PhysicsX: Accelerating Engineering Innovation with Generative AI | Case study: PhysicsX replaces numerical simulation with AI foundation models on AWS for faster engineering | PhysicsX, EKS, AWS Batch, simulation, foundation models |
| Reimagining search: Perplexity drives productivity with generative AI-powered answer engine | Case study: Perplexity builds an AI answer engine on SageMaker serving 250M+ queries/month | Perplexity, Amazon SageMaker, search, LLM, AWS Activate |
| Relative Insight uncovers the “why” behind customer feedback with generative AI | Case study: Relative Insight uses Bedrock to turn unstructured feedback into actionable narrative reports | Relative Insight, Amazon Bedrock, text analytics, NLP, customer feedback |
| Rogo delivers secure AI with Amazon Bedrock, driving innovation in finance | Case study: Rogo builds a compliant AI analyst on Bedrock for Wall Street research and deal automation | Rogo, Amazon Bedrock, finance, LLM, compliance, AI agents |
| Scale your startup smarter: Essential generative AI use cases | Practical gen AI use cases for customer experience, operations, insights, and creativity with AWS services | generative AI, use cases, startups, Amazon Bedrock, productivity |
| Scaling smarter: How Relevance AI is transforming work with AI agents | Case study: Relevance AI deploys thousands of AI agents on Lambda and Batch via AWS Activate | Relevance AI, AI agents, AWS Lambda, AWS Batch, AWS Activate |
| Selecting the right foundation model for your startup | Framework for evaluating FMs by customization, size, latency, licensing, and benchmarks for your use case | foundation models, model selection, Amazon Bedrock, benchmarks, startups |
| Serverless Retrieval Augmented Generation (RAG) on AWS | Build a fully serverless RAG pipeline with Bedrock, Lambda, S3, and LanceDB - code included | RAG, Amazon Bedrock, Lambda, serverless, LanceDB, embeddings |
| Startup’s Guide to GenAIOps on AWS Part 1: Future-Proof Your AI Stack from Day One | Why adopting GenAIOps early gives startups a clean-slate advantage and avoids technical debt | GenAIOps, MLOps, startups, AWS, AI lifecycle |
| Startup’s guide to GenAIOps on AWS part 2: Essentials | Actionable steps for data pipelines, prompt management, RAG datasets, and evaluation from prototype to production | GenAIOps, Amazon Bedrock, RAG, prompt engineering, MLOps |
| Startup’s Guide to GenAIOps on AWS Part 3: Towards Production Excellence | Scale your gen AI pipeline with automated data enrichment, CI/CD, observability, and cost governance | GenAIOps, Amazon Bedrock, SageMaker, observability, scaling |
| SupportLogic and AWS: Redefining customer support with generative AI | Case study: SupportLogic uses Bedrock to predict support risks and provide real-time agent guidance | SupportLogic, Amazon Bedrock, customer support, AI insights |
| Teaching a generation to read: generative AI’s impact on education | Video: Ello’s CTO shows how gen AI builds scalable one-to-one reading tutors for children | generative AI, education, speech recognition, language models, Ello |
| The 2025 AWS Generative AI Accelerator: 40 startups shooting for the stars | Meet the 40 startups selected for the 2025 GAIA cohort with up to $1M in credits and an 8-week program | AWS Generative AI Accelerator, startups, mentorship, AWS credits, re:Invent |
| How Eyegage scaled their life-saving app via Impact Accelerator partnership | Case study: Eyegage connects its eye-analysis app to SageMaker via AWS Impact Accelerator and Avahi | Amazon SageMaker, AWS Lambda, API Gateway, Impact Accelerator, ML inference |
| VC perspectives on generative AI for Latino startups | Investors share funding strategies and competitive advantages for underrepresented Latino AI founders | VC, Latino founders, generative AI, funding, SomosVC |
| What Startups Can Learn from How Large Companies Use Generative AI | Apply enterprise gen AI adoption patterns - customer experience, productivity, operations - to your startup | generative AI, enterprise adoption, startups, productivity |
| What to do before you launch your generative AI solution | Video: Key considerations and decisions before building your gen AI MVP on AWS | generative AI, MVP, launch readiness, AWS, startups |
Cloud architecture patterns: serverless, event-driven, containers, databases, monitoring, scaling, modernization, and infrastructure design for startups.
| Article | Summary | Keywords |
|---|---|---|
| Achieving Operational Excellence with AWS Resources | Video: Gain actionable insights with AWS monitoring to improve resource utilization | operational excellence, monitoring, CloudWatch |
| Building a serverless dynamic DNS system with AWS | Build a $1-2/month dynamic DNS system using Lambda function URLs, DynamoDB, and Route 53 | Lambda, Route 53, DynamoDB, serverless, DNS |
| Building serverless on AWS to scale Ramp’s fast-growing finance automation platform | Case study: Ramp scales fintech on Aurora, Fargate, and ElastiCache with multi-region availability | Aurora, Fargate, ECS, ElastiCache, multi-region, fintech |
| Choosing the Right Architecture | Video: AWS compute models and serverless architecture to accelerate time to market | serverless, compute, architecture |
| Evolutionary architectures series: Part 1 | Build an MVP on AWS with Amplify, Lambda, DynamoDB, and Route 53 - from idea to first paying users | Amplify, Lambda, DynamoDB, Route 53, MVP, serverless |
| Evolutionary architectures series: Part 2 | Evolve past MVP with QuickSight reporting, purpose-built databases, ECS on Fargate, and AWS Activate | QuickSight, ECS, Fargate, DynamoDB, Timestream, RDS |
| Evolutionary Architectures Series: Part 3 | Transition from monolith to microservices, adopt CI/CD, IaC, event-driven patterns, and multi-account security | microservices, CodePipeline, CloudFormation, EventBridge, CloudFront |
| Evolutionary Architectures Series: Part 4 | Scale with Series B: hiring, compliance, analytics with QuickSight and Redshift, and ML with SageMaker | Aurora, Redshift, SageMaker, QuickSight, multi-account |
| Maximizing Cost Efficiency with AWS Containers | Video: Proven techniques to minimize costs and maximize efficiency with AWS container services | containers, ECS, EKS, cost optimization |
| Maximizing Performance with AWS Databases | Video: Select the right AWS database for your startup and leverage scalability and performance | databases, RDS, DynamoDB, performance |
| Qbiq: Using AWS Lambda container images & distributed ML to optimize construction | Case study: Qbiq does distributed ML on Lambda containers with EFS to generate optimized floor plans | Lambda, EFS, ECR, SQS, containers, ML |
| Accelerating AI/ML scaling and AI development with Anyscale and AWS | Case study: Anyscale uses Ray on AWS to simplify distributed AI/ML training and inference at scale | Ray, distributed computing, AI/ML, Anyscale, scaling |
| Scaling rapidly with AWS - How SEON achieved 3x growth for 3 years running | Case study: SEON scales fraud detection 3x annually using EC2, RDS, Lambda, and Elastic Beanstalk | EC2, RDS, Lambda, Elastic Beanstalk, fraud detection, scaling |
| Scaling smarter: The power of application monitoring for startups | Video: Drive growth with effective application monitoring on AWS for better visibility and performance | monitoring, observability, CloudWatch, scaling |
| Scaling your startup in the AI era: Introducing AWS Business Support+ | AWS Business Support+ combines AI tooling with human expertise for faster issue resolution and cost savings | AWS Support, AI, Trusted Advisor, cost optimization |
| Scaling your startup through cloud app modernization | Guide to microservices, containers, serverless, and event-driven patterns for modernizing startup apps | ECS, EKS, Lambda, Fargate, microservices, modernization |
| Simplify data processing to enhance innovation with serverless tools | Video: Serverless approach to data processing offering scalability, flexibility, and efficiency | serverless, data processing, Lambda |
| The case for purpose-built databases | Choose the right AWS database per use case - relational, key-value, graph, time series, and more | DynamoDB, Aurora, RDS, Neptune, Redshift, databases |
| Transforming Payments: How Startups Are Pioneering Stablecoin Infrastructure on AWS | How zerohash, Yellow Card, and Bastion build compliant stablecoin platforms on EKS, Lambda, and Nitro Enclaves | EKS, Lambda, Nitro Enclaves, stablecoins, fintech, Web3 |
| Unleashing Startup Growth Through Event-Driven Architecture | Video: APIs vs. events — explore event-driven architecture advantages for startup growth | event-driven architecture, APIs, scaling, startups |
| Unlocking growth: scaling strategies for B2B startups | Video: Proven techniques and AWS solutions for sustainable B2B startup growth | B2B, scaling, growth, startups, AWS |
| Using GitOps with Amazon Elastic Kubernetes Service with Landbay | Case study: Landbay does GitOps with Flux and EKS to streamline deployments and harden security | EKS, GitOps, Flux, Terraform, ECR, Bottlerocket |
Foundational guides: first steps on AWS, building frontend/backend, authentication, databases, MVP development, Activate credits, and founder fundamentals.
| Article | Summary | Keywords |
|---|---|---|
| Andreessen Horowitz Cofounder Ben Horowitz on the Cloud | Six insights from Ben Horowitz on VC trends, cash management, cloud innovation, and trust-building for founders | venture capital, AWS, cloud computing, startups, a16z, re:Invent |
| Applying for AWS Activate Credits: A Step-by-Step Guide | Eligibility requirements, application checklist, and next steps to receive up to $100K in AWS credits | AWS Activate, credits, Amazon Bedrock, startups, eligibility |
| Week 3: Authentication and Customer Management | Course covering authentication best practices, common security use cases, and services for securing your startup | authentication, security, Amazon Cognito, startups, IAM |
| AWS Marketplace Listing: A Step-by-Step Guide for Startups | Four-step guide to register, configure, price, and publish your SaaS listing on AWS Marketplace | AWS Marketplace, SaaS, listing, go-to-market, startups |
| Building a Successful Business: The Importance of Customer Validation | Video: Market dynamics, adoption rates, and marketing strategies to meet target audience expectations | customer validation, product-market fit, marketing, startups |
| Building a Technical Foundation as a Non-Technical Founder | Practical paths for non-technical founders: hiring, partnerships, StartBoost, and free AWS training resources | AWS Activate, non-technical founders, hiring, cloud training |
| Week 5: Building Scalable Distributed Architecture | Course on loosely coupled systems, orchestration vs choreography, and event-driven architecture | distributed systems, event-driven architecture, scaling, AWS |
| Week 2: Building Your Backend | Course on backend architecture planning, compute options on AWS, and exploring real-world scenarios | backend, compute, AWS Lambda, Amazon EC2, architecture |
| Week 1: Building Your Frontend | Course on evaluating front-end frameworks, best practices, common pitfalls, and delivering your MVP | frontend, MVP, frameworks, AWS Amplify, startups |
| CareCoPilot Founder Alyse Dunn Wins Big After AWS Impact Accelerator | Case study: CareCoPilot builds a caregiving app after joining the AWS Impact Accelerator for Black Founders | AWS Impact Accelerator, caregiving, diversity, Amazon EC2, Amazon S3 |
| Celebrating Hispanic Heritage Month with Hispanic Startup Founders on AWS: Part 1 | Case study: Factored bridges the Latin American data science talent gap using AWS Activate and AI services | AWS Activate, AI, machine learning, diversity, data science |
| Celebrating Hispanic Heritage Month with Hispanic Startup Founders on AWS: Part 2 | Case study: Gallus Insights delivers advanced analytics to mid-market firms using Amazon RDS, S3, and SageMaker | Amazon RDS, Amazon S3, Amazon SageMaker, analytics, diversity |
| Week 6: Choosing the Right Database | Course on modern database requirements, data models, and selecting purpose-built databases for startups | databases, Amazon DynamoDB, Amazon RDS, data strategy |
| From Vision to Reality: Creating a Successful Product Roadmap | Video: Process-driven framework with practical tips to connect high-level vision with actionable plans | product roadmap, planning, strategy, startups |
| Demystifying Startup Jargon | Glossary of essential startup terminology across funding, finance, and investment to navigate conversations | startup terminology, funding, venture capital, finance |
| Founder Fundamentals | Six short modules on co-founders, idea validation, customer discovery, and building a prototype | founder basics, co-founder, customer discovery, prototype |
| Fresh Ideas and New Connections at the AWS Founders Retreat | Recap of the AWS Founders Retreat: storytelling sessions, investor access, and $100K pitch grants | AWS Impact Bootcamp, diversity, pitch competition, Techstars |
| Ship Your MVP in Hours with AWS Amplify Studio | Go from Figma designs to a full-stack React app using Amplify Studio’s visual interface and serverless backend | AWS Amplify, Figma, React, MVP, serverless, frontend |
| From MVP to Success: Strategies for Effective Product Development | Video: Accelerate product development using MVP principles, sprints, and iterative processes | MVP, product development, sprints, iteration, startups |
| Week 8: Getting Started with Gen AI | Course on AI-ML basics, defining Gen AI use cases, selecting foundation models, and exploring Gen AI services | generative AI, Amazon Bedrock, foundation models, machine learning |
| Getting Started with AWS | Orientation guide covering what to do after signing up, support options, and which AWS services to explore first | AWS, getting started, cloud computing, onboarding, startups |
| Innovation in Motion: Week One of GAIA 2025 | Inside the 2025 AWS Generative AI Accelerator launch week - mentorship, community, and scaling AI startups | GAIA, generative AI, accelerator, AWS Marketplace, mentorship |
| Week 10: Innovating Iteratively Post Launch | Course on post-launch experimentation, customer feedback prioritization, and continuous iteration | post-launch, iteration, experimentation, customer feedback |
| Join the AWS Partner Network: A Step-by-Step Guide for Startups | Step-by-step checklist to assess readiness and register for the AWS Partner Network | AWS Partner Network, APN, go-to-market, AWS Marketplace |
| Letter to a Future Founder: AWS Impact Accelerator | First-person account of the AWS Impact Accelerator experience with tips on networking and pitching | AWS Impact Accelerator, Amazon EC2, Amazon S3, diversity, community |
| Week 4: Managing Customer Interactions | Course on scaling customer interactions while maintaining empathy and capturing feedback effectively | customer experience, scaling, feedback, startups |
| Learning Paths - AWS Startups | Directory of video learning paths covering MVP building, Gen AI, databases, scaling, and post-launch iteration | learning paths, MVP, generative AI, databases, startups |
| Prepare to Build | Six-lesson course on MVPs, roadblocks, growth stages, roadmaps, growing pains, and startup culture | MVP, product roadmap, growth stages, startup culture |
| Remote Work Helps Founders Recruit International Talent | How remote cloud-based work cuts real estate costs and unlocks global hiring for startups | remote work, hiring, global talent, cloud, startups |
| The Startup MVP - Maximum Value Potential | Understand what an MVP is, how to create one, and how early customer feedback drives long-term success | MVP, customer feedback, lean startup, product launch |
| Putting Your MVP on the Path to Success (Webinar) | Webinar recap on using AWS tools like Amplify, CodePipeline, and Kinesis to build and iterate MVPs fast | MVP, AWS Amplify, AWS CodePipeline, Amazon Kinesis, agile |
| SaaS Founder Series: Dremio’s Journey to Unicorn Status | Case study: Dremio builds a cloud-native data lake engine on AWS with multi-tenant SaaS architecture | SaaS, Amazon S3, data lake, Apache Arrow, Dremio |
| SaaS Founder Series: Epistemix on Software Simulations | Case study: Epistemix scales agent-based population simulations on AWS for data-driven decisions | SaaS, AWS SaaS Factory, machine learning, simulation, startups |
| Shining a Light on Black Excellence: Three Founders Share Their Stories | Three Black founders share obstacles overcome, pivots made, and advice for aspiring entrepreneurs | diversity, Black founders, SaaS, startups, community |
| Should I Learn AWS Lambda as a Startup Founder? | Explains how Lambda’s serverless, event-driven model saves costs and scales automatically for startups | AWS Lambda, serverless, event-driven, API Gateway, DynamoDB |
| Week 7: Software Engineering | Course on aligning engineering decisions with business goals and handling common engineering situations | software engineering, best practices, startups, architecture |
| Technical Resources | Curated index of technical guides across AI-ML, architectural patterns, security, and data for startups | AI, Amazon SageMaker, Amazon EKS, security, data, architecture |
| Ten Mistakes Founders Make on AWS, and How to Avoid Them | Avoid common pitfalls like missing budgets, skipping MFA, and misusing root accounts on AWS | AWS Budgets, IAM, MFA, security, cost optimization |
| This Is Not That MVP Session | Video: How technology transformation - from racking gear to APIs - impacts startup product iteration | MVP, APIs, product development, startups, cloud |
| Week 1: Understanding Your Customers | Eight-lesson course on personas, jobs-to-be-done, value propositions, and evolving product use cases | customer discovery, personas, jobs-to-be-done, product-market fit |
Business strategy: fundraising, go-to-market, AWS Marketplace, co-marketing with AWS, partnerships, pitching investors, and scaling B2B.
| Article | Summary | Keywords |
|---|---|---|
| 7 Best Practice Tips for Co-Marketing and Co-Selling with AWS | Seven strategic steps to build your Better Together story, align sales teams, and co-sell via APN | AWS Partner Network, co-selling, co-marketing, go-to-market, AWS Marketplace |
| AWS Cost Management Insights for Startup Growth | Video: Expert tips on cost transparency, budgeting, and infrastructure optimization for startups | cost management, budgeting, infrastructure optimization, AWS costs |
| Building an effective AWS Marketplace strategy | Step-by-step guide to qualifying, listing, pricing, and leveraging AWS programs for Marketplace success | AWS Marketplace, pricing strategy, Foundational Technical Review, ISV, go-to-market |
| Explurger Scales Real-World Adventure with AWS | Case study: Explurger automates content moderation and personalizes travel recommendations for 16M+ users | Amazon Rekognition, Amazon Nova, content moderation, social media, scaling |
| Fundraising by the numbers with Carta | Video: Data-driven fundraising trends, valuation, and dilution insights powered by Carta | fundraising, valuation, dilution, Carta, venture capital |
| Guide to co-marketing with AWS as a startup partner | Five-stage playbook covering joint marketing plans, MDF funding, campaigns, channels, and lead tracking | AWS Partner Network, co-marketing, MDF, AWS Marketplace, demand generation, ACE |
| How Rox is transforming revenue teams with AI-driven integration powered by AWS | Case study: Rox builds a vertically-integrated AI revenue stack using Redshift, Bedrock, and Lambda | Amazon Redshift, Amazon Bedrock, AWS Lambda, Amazon ECS, AI agents, revenue operations |
| How to conquer bias and master the fundraising pitch | Video: Expert tips on overcoming bias and raising capital through better pitching process and practice | fundraising, pitching, bias, investor relations |
| How to Partner with AWS | Seven-module course on APN membership, Marketplace listing, co-marketing, and co-selling essentials | AWS Partner Network, AWS Marketplace, co-selling, co-marketing, partnerships |
| Legal and Fundraising | Four-module course covering fundraising building blocks, hiring after a round, incorporation, and positioning | fundraising, incorporation, hiring, equity, legal |
| Lokavant: A paradigm shift in clinical trial intelligence through AWS partnership | Case study: Lokavant cuts clinical trial cost and time using microservices and ML on AWS | Amazon ECS, AWS Fargate, Apache Airflow, clinical trials, healthcare, machine learning |
| Maximizing your B2B success on AWS Marketplace | Actionable COSS framework for co-selling strategy, pricing, deployment, and pipeline optimization on Marketplace | AWS Marketplace, co-selling, B2B, ISV Accelerate, go-to-market |
| Make your idea a success with a solid go-to-market strategy | Practical framework for market research, competition analysis, and reaching target audiences as a first mover | go-to-market, MVP, market research, competition, product launch |
| Strategic growth: navigating stages for success | Video: Create a roadmap for sustainable expansion by understanding different growth stages | growth stages, product-market fit, scaling, business strategy |
| Tailoring your pitch: connecting with investors outside your market | Video: Strategies to overcome market identification barriers when pitching to out-of-market investors | fundraising, pitching, investors, market expansion |
| Breeze Airways achieves 600% YoY growth after migrating to AWS | Case study: Breeze Airways migrates cloud-to-cloud in one week, achieving 600% YoY growth with zero outages | AWS Fargate, infrastructure as code, cloud migration, airline, disaster recovery |
| TwelveLabs unlocks the full potential of video for the world | Case study: TwelveLabs builds multimodal video understanding models to make 90% of unstructured data searchable | video AI, multimodal, embeddings, AWS Activate, unstructured data |
| How Coactive built a visual analytics platform on AWS | Case study: Coactive democratizes image and video analytics using ML on AWS | Amazon S3, Amazon Aurora, Amazon ECS, machine learning, visual analytics |
| What funding is best for my startup: bootstrap or venture capital? | Compares bootstrapping vs VC across independence, focus, connections, and personal risk | bootstrapping, venture capital, funding, startup finance, AWS Activate |
| What’s next for startups: Aileen Lee of Cowboy Ventures | Video: VC perspective on how startup investments evolved and advice for navigating future markets | venture capital, investing, Cowboy Ventures, startup trends |
| What’s next for startups: Charles Hudson of Precursor Ventures | Video: Pre-seed VC shares insights on the last decade and advice for founders building for the future | venture capital, pre-seed, Precursor Ventures, startup trends |
| Why Culture is Critical to Startup Organizational Growth | Research-backed insights on building workplace culture that attracts talent and avoids burnout | workplace culture, hiring, work-life balance, organizational growth |
Cost management: Activate credits usage, preventing unexpected bills, AWS cost tools, Inferentia for ML savings, and optimization strategies.
| Article | Summary | Keywords |
|---|---|---|
| Everything you need to know about AWS Activate Credits | FAQ covering eligibility, eligible services, Amazon Bedrock usage, and how credits extend your runway | AWS Activate, credits, Amazon Bedrock, eligible services, startup funding |
| Fast, reliable, and cost-efficient builds/tests at scale with EngFlow | EngFlow uses EC2 Spot, Auto Scaling, and S3 caching to cut build-test cycle costs at scale | EC2, S3, Auto Scaling, Spot Instances, CI/CD, remote execution |
| How Startups Lower AI/ML Costs and Innovate with AWS Inferentia | Actuate and Finch Computing cut inference costs up to 91% using purpose-built ML accelerators | AWS Inferentia, EC2 Inf1, machine learning, cost savings, inference |
| How to prevent unexpected costs for startups while building with AWS | Set up budgets, anomaly detection, CloudTrail alerts, and least-privilege IAM to avoid surprise bills | AWS Budgets, Cost Anomaly Detection, CloudTrail, CloudWatch, IAM |
| Maximizing AWS Cost Optimization: Tools & Strategies | Video: Tools and practices to manage and optimize your AWS cloud infrastructure costs | cost optimization, AWS tools, cloud infrastructure, startups |
| Tailor your cloud success with AWS Support Plans and Activate Credits | Combine AWS Support tiers with Activate Credits for expert guidance, architecture reviews, and cost savings | AWS Support, AWS Activate, credits, cost optimization, startups |
| Quick Cloud Cost Optimization Strategies for Early-Stage Startups | Three strategies — spend awareness, architecture adjustments, and usage discounts — for early-stage cost optimization | AWS Cost Explorer, Savings Plans, Spot Instances, Graviton, cost optimization |
| Quick Cost Optimization Strategies for Early Stage Startups | Three low-effort strategies - spend awareness, architecture adjustments, and usage discounts - to cut cloud costs | AWS Cost Explorer, AWS Budgets, cost optimization, Savings Plans |
| Optimize startup success: Rapidly building and delivering your application with AWS tools | Video: DevOps practices for startups covering infrastructure automation and deployment strategies | DevOps, infrastructure automation, deployment, AWS tools |
Startup success stories: real companies building on AWS across healthcare, fintech, AI/ML, climate tech, gaming, and more.
| Article | Summary | Keywords |
|---|---|---|
| AarogyaAI uses AI/ML on AWS to precisely diagnose antimicrobial resistance | Case study: AarogyaAI runs genomics pipelines on SageMaker to predict drug resistance in pathogens | Amazon SageMaker, genomics, healthcare, AI/ML, antimicrobial resistance |
| Aible Empowers Business Users to Build AI with AWS and NVIDIA | Case study: Aible lets non-technical users train AI agents in hours using NVIDIA GPUs on AWS | NVIDIA, AI agents, no-code AI, DGX Cloud, LLM fine-tuning |
| Alloy’s Global Identity Decisioning Platform, Built on AWS | Case study: Alloy automates bank onboarding and fraud detection with identity decisioning on AWS | fintech, identity verification, fraud detection, compliance |
| Arcadia accelerates climate tech innovation while building on AWS | Case study: Arcadia unifies energy utility data across 50+ countries to power climate tech innovation | climate tech, energy data, APIs, data platform, sustainability |
| Arcee AI Accelerates Innovation with AWS and NVIDIA | Case study: Arcee AI ships Conductor model router in under 30 days using SageMaker HyperPod and NVIDIA L40S GPUs | SageMaker HyperPod, NVIDIA L40S, EC2 G6e, model routing, AI observability |
| Arcee AI powers small language models and enables big AI ambitions | Case study: Arcee AI makes generative AI accessible via cost-effective Small Language Models on AWS | SLMs, generative AI, model training, AWS infrastructure |
| AudioStack accelerates production workflows with help from AWS | Case study: AudioStack produces audio 100x faster and 80% cheaper using Amazon Bedrock and gen AI | Amazon Bedrock, generative AI, audio production, RAG, localization, AWS Marketplace |
| Graas powers real-time retail intelligence with AWS | Case study: Graas scales 3x customers without extra infra cost and handles 20x sales surges | AI, e-commerce, Amazon Bedrock, Amazon Nova, agentic AI, auto-scaling |
| How Agility Robotics scales AI model training for humanoid robots using AWS | Case study: Agility Robotics trains Digit humanoid robot perception and movement models on AWS | robotics, AI training, humanoid, manufacturing, logistics |
| How Aily Labs built the first enterprise decision intelligence mobile app using AWS | Case study: Aily Labs orchestrates hundreds of ML models and LLMs via a Super Agent for enterprise decisions | decision intelligence, enterprise agents, ML, LLMs, mobile, automation |
| How Clarity AI uses AI and ML on AWS to quantify sustainability | Case study: Clarity AI tracks ESG impact across 70K+ companies using ML on AWS managed services | ESG, sustainability, machine learning, data analytics |
| FutureFit AI is building a GPS for your career | Case study: FutureFit AI uses AWS to scale an AI career navigation platform across 12+ countries | AI, workforce transformation, career tech, global scaling |
| How Gradial built the first agentic AI platform for content supply chain using AWS | Case study: Gradial delivers 20x efficiency and 99.9% accuracy in enterprise content operations | agentic AI, content automation, digital marketing, enterprise |
| How Parsyl is helping build more resilient supply chains with AI on AWS | Case study: Parsyl cuts insurance quote turnaround from weeks to hours with an AI underwriting agent on Amazon Bedrock and SageMaker | Amazon Bedrock, Amazon SageMaker, Claude, insurance, underwriting, agentic AI |
| How Paradime.io Speeds Up Data Pipeline Up to 50% Using AWS Graviton | Case study: Paradime uses Graviton for 4x performance and 50% faster data pipelines at lower cost | AWS Graviton, data analytics, dbt, cost savings |
| Illuvium offers players a AAA gaming experience and complete ownership of in-game assets | Case study: Illuvium builds blockchain-based AAA game with NFT asset ownership on AWS serverless | blockchain, NFT, gaming, Web3, serverless, Ethereum |
| Locobuzz delivers 80% faster engagement with AI-powered CX | Case study: Locobuzz cuts response time 80% and costs 40% with AI-powered omnichannel CX on AWS | customer experience, Amazon Bedrock, Amazon Nova, generative AI, omnichannel, EKS |
| Meet Astro - Astronomer’s managed Apache Airflow service built on AWS | Case study: Astronomer builds Astro, a managed Airflow platform on EKS for data orchestration and lineage | Apache Airflow, Amazon EKS, data orchestration, data lineage, managed service |
| Next generation data management for clinical trials & research built on AWS | Case study: Precision Digital Health builds HIPAA-compliant clinical trial data platform on AWS | clinical trials, HIPAA, life sciences, data management, PaaS |
| Pronto scales home services platform for 25,000 daily bookings | Case study: Pronto scales an on-demand home services matching engine to 25,000 daily bookings across 10+ cities on AWS | Amazon EKS, Amazon RDS, ElastiCache, SageMaker, marketplace, scaling |
| Qodo Helps Developers Banish Bad Code with AI Tools | Case study: Qodo uses AWS and NVIDIA to power AI code testing and review for 1M+ developers | AI, code quality, NVIDIA H100, Amazon Bedrock, AWS Marketplace, code review |
| VideoCX.io transforms video banking with AI on AWS | Case study: VideoCX.io runs 10M+ monthly face-recognition calls and multilingual KYC video banking with Amazon Bedrock summarization | Amazon Bedrock, fintech, KYC, fraud detection, speech-to-text, video banking |
Security fundamentals: account controls, MFA, security baseline, responsible AI, and building a security foundation on AWS.
| Article | Summary | Keywords |
|---|---|---|
| Building a Strong Security Foundation | Video: Identity management, secrets protection, encryption, and secure configuration for startups | identity management, encryption, secrets, security foundation |
| Culminate combines human and AI for real cybersecurity value | Case study: Culminate pairs AI SOC Analyst with Amazon GuardDuty for 12x analyst output | Amazon GuardDuty, AI, cybersecurity, SOC, threat detection |
| Putting responsible AI into practice | Downloadable guide on ethical AI deployment, legal compliance, and driving system-level cultural change | responsible AI, ethics, compliance, governance |
| Startup Security Baseline: Account controls | Course covering IAM basics, access management, and account monitoring as a minimum security foundation | IAM, account controls, security baseline, monitoring |
| Why early stage startups need to use multi-factor authentication | Step-by-step guide to enabling MFA on AWS accounts with virtual, U2F, and hardware device options | MFA, IAM, account security, authentication, AWS |
General startup content: AWS services overview, founder stories, startup culture, mobile/web app guides, data analytics, and AWS predictions.
| Article | Summary | Keywords |
|---|---|---|
| 14 Reasons to Fall in Love with AWS Activate | Overview of AWS Activate benefits including credits, training, support, and community | AWS Activate, credits, benefits, startups |
| 1wrk built a superapp to replace spreadsheets, vendors, and guesswork | Case study: 1Wrk by ANSR builds a SuperApp on AWS to help enterprises launch and scale Global Capability Centers | GCC, AI, enterprise, workforce management, microservices |
| Accelerate startup development with AWS services | Video: How AWS services simplify and accelerate your startup development process | AWS services, development, startups, acceleration |
| AI, Analytics & Integration for Startups Scale and Maturity | Video: How AWS AI, analytics, and integration services amplify startup growth | AI, analytics, integration, startups, scaling |
| AI has found its voice, and startups are listening | How voice AI is creating new markets and how startups can capitalize on conversational interfaces with AWS | voice AI, conversational AI, emerging markets, Amazon Nova Sonic, startups |
| Atomicwork puts service in the fast lane, delivering AI 3x faster on AWS | Case study: Atomicwork delivers AI-powered IT service management 3x faster using AWS | AI, ITSM, service management, AWS, enterprise |
| Autonomous driving startup Tier IV uses AWS to change the future of mobility | Case study: Tier IV builds open-source autonomous driving platform on AWS with Autoware | autonomous driving, robotics, open-source, AWS, mobility |
| AWS Impact Bootcamps: Celebrating Progress and Looking Ahead | Recap of AWS Impact Bootcamp outcomes for underrepresented founders | AWS Impact Bootcamp, diversity, founders, community |
| AWS Startup Stories: Lila Sciences | Case study: Lila Sciences uses AI on AWS to accelerate scientific discovery across domains | AI, scientific discovery, AWS Activate, research |
| Bright Money uses AI to close the credit gap | Case study: Bright Money builds AI-powered financial wellness tools on AWS for underserved consumers | AI, fintech, credit, financial wellness, AWS |
| Building application-specific blockchains with AWS on Avalanche | Case study: Ava Labs builds custom blockchain subnets on AWS infrastructure | blockchain, Avalanche, Web3, subnets, AWS |
| Building the foundation for your cloud environment | Video: How AWS services empower startups to achieve innovation and control in their cloud environment | cloud environment, AWS, foundation, startups |
| Startup Business Advice - AWS Startups | Index of business advice articles from idea validation to scaling strategies | business advice, strategy, startups, growth |
| Camino Financial is using AI technology to loan with empathy | Case study: Camino Financial uses AI on AWS to provide fair lending to underserved Latino businesses | AI, fintech, lending, diversity, Latino businesses |
| Cautio reimagines fleet safety at scale with AWS | Case study: Cautio uses AI-powered telematics dashcams on AWS to monitor driver safety across vehicle fleets in India | AI, telematics, fleet safety, real-time data, AWS |
| Celebrating startups, innovation, and connection at re:Invent 2025 | Recap of startup activities, announcements, and networking at AWS re:Invent 2025 | re:Invent, startups, events, networking, AWS |
| Celebrating women in tech with Panzura CEO Jill Stelfox | Interview with Panzura CEO on leadership, cloud data management, and women in tech | women in tech, leadership, cloud storage, Panzura |
| CelerisTx: Drug discovery for incurable diseases with ML on AWS | Case study: CelerisTx uses ML on AWS to discover treatments for rare diseases | ML, drug discovery, rare diseases, healthcare, AWS |
| Clinical trials get the miracle treatment | Case study: Miracle uses AI on AWS to consolidate clinical trial data into real-time dashboards for biopharma teams | clinical trials, AI, healthcare, data integration, AWS |
| CRED achieves a high level of network inspection with VPC Traffic Mirroring | Case study: CRED uses VPC Traffic Mirroring for deep network security inspection | VPC, Traffic Mirroring, network security, fintech |
| Customer focus turned 1Password into a $2 billion business with AWS | Case study: 1Password scales to enterprise security platform on AWS through customer obsession | 1Password, security, enterprise, scaling, AWS |
| Datagen: High-fidelity synthetic data for human-centric AI | Case study: Datagen generates synthetic training data on AWS for computer vision models, addressing bias and privacy | synthetic data, computer vision, ML training, privacy, AWS |
| Datology ensures quality over quantity for better AI | Case study: Datology curates high-quality training datasets to improve AI model performance on AWS | data quality, AI training, datasets, curation, AWS |
| How Antithesis is empowering people to build braver | Case study: Antithesis uses deterministic simulation testing on AWS to find software bugs automatically | testing, debugging, simulation, software quality, AWS |
| DeckMatch pioneers richer insights for private market intelligence | Case study: DeckMatch builds AlphaLens on AWS using Amazon Nova Pro to deliver product-level private market intelligence | AI, venture capital, market intelligence, Amazon Nova Pro, Amazon Bedrock |
| Defining your startup’s target audience | Video: From demographics to empathy, learn how to connect with your audience and uncover the ‘why’ behind purchasing decisions | target audience, empathy, customer understanding, marketing, startups |
| Discover four Pakistani startups at the forefront of AI/ML | Profiles of four Pakistani AI/ML startups building on AWS across healthcare, agriculture, and fintech | AI/ML, Pakistan, startups, diversity, AWS |
| Dune builds on AWS to amplify the impact of blockchain data | Case study: Dune provides community-driven blockchain analytics on AWS infrastructure | blockchain, analytics, Web3, data, AWS |
| Featured AWS Customers | Index of featured AWS startup customer success stories | customer stories, startups, AWS, index |
| Fighting funding disparity with Amazon Catalytic Capital | How Amazon Catalytic Capital invests in underrepresented founders through VC fund partnerships | diversity, funding, venture capital, Amazon, underrepresented founders |
| FileAI: Turning data bottlenecks into business advantage | Case study: FileAI uses gen AI on AWS to automate document processing for enterprises | generative AI, document processing, automation, enterprise |
| FirstHive fuses data and AI to power real-time marketing at scale | Case study: FirstHive builds a customer data platform on AWS for real-time marketing personalization | CDP, marketing, AI, personalization, real-time |
| Four Simple Steps to Classify Your Data and Secure Your Startup | Practical data classification process to distinguish confidential from public data and handle each properly | data classification, security, compliance, data governance |
| Greylock’s Jerry Chen on the evolving role of the startup CFO | Video: How the CFO role is expanding beyond finance into strategy and operations at startups | CFO, finance, Greylock, venture capital, startup operations |
| Grow your startup faster with automated decision-making | How rule engines and ML-powered automation reduce decision fatigue and accelerate startup growth | automation, decision-making, ML, rule engines, startups |
| How AudioShake is teaching machines to hear like humans | Case study: AudioShake wins re:Invent 2024 Unicorn Tank with AI that unmixes audio into individual stems for music and media | AI, audio processing, music tech, stem separation, re:Invent |
| How AWS supported WOMBO’s wildly popular AI-powered app | Case study: WOMBO scales viral AI lip-sync app to 74M downloads in 10 months using cloud-based processing on AWS | AI, viral app, scaling, cloud processing, AWS |
| How building on AWS made a big pivot possible for Syniotec | Case study: Syniotec pivots from hardware to cloud-based fleet tracking using AWS IoT and ML | IoT, fleet management, pivot, ML, AWS |
| How C2i Genomics builds on AWS to transform cancer care | Case study: C2i Genomics uses ML on AWS to detect cancer recurrence from blood tests | genomics, cancer detection, ML, healthcare, AWS |
| How CattleEye is improving the lives of farmers and their livestock through AI | Case study: CattleEye uses deep learning video analytics on AWS to detect early lameness in dairy cattle | computer vision, agriculture, AI, dairy, sustainability |
| How Citus Health uses AWS to provide secure and real-time virtual patient care | Case study: Citus Health builds HIPAA-compliant virtual care platform on AWS | healthcare, HIPAA, telehealth, virtual care, AWS |
| How Emerald Cloud Lab is revolutionizing the laboratory using AWS | Case study: Emerald Cloud Lab enables remote-controlled lab experiments via cloud on AWS | cloud lab, biotech, automation, research, AWS |
| How InsightFinder uses AWS to build an AI-driven predictive observability platform | Case study: InsightFinder predicts IT incidents before they happen using ML on AWS | observability, AIOps, predictive analytics, ML, AWS |
| How LabVoice & AWS are expanding accessibility in research labs | Case study: LabVoice uses voice AI on AWS to make lab equipment hands-free and accessible | voice AI, accessibility, lab automation, Alexa, AWS |
| How Lazarus is solving the world’s toughest problems with laser-targeted models | Case study: Lazarus builds purpose-driven foundation models on AWS for insurance claims, healthcare records, and public sector | foundation models, insurance, healthcare, Amazon SageMaker, Amazon EC2 |
| How Resilia is helping nonprofits to build capacity through SaaS | Case study: Resilia builds a nonprofit capacity-building platform on AWS | SaaS, nonprofits, social impact, AWS |
| How S’More is building an inclusive dating app | Case study: S’More uses AWS recognition technology to build a dating app focused on authentic connections over appearances | dating app, social, inclusion, video, AWS |
| How startup companies scale with data analytics | Key analytics metrics startups should measure and how data-driven decisions accelerate growth | data analytics, metrics, growth, decision-making, startups |
| How Startups Can Thrive in a Challenging Market | Strategies for startups to navigate economic downturns while maintaining innovation and growth | market challenges, resilience, strategy, startups |
| How Stigma scaled their hope delivery app with the AWS Impact Accelerator | Case study: STIGMA builds asynchronous hope-delivery messaging app and adds AI features through AWS Impact Accelerator | mental health, AWS Impact Accelerator, AI, messaging, Latino founders |
| How Swoop Aero reinvented commercial cargo aviation to save lives | Case study: Swoop Aero uses AWS for autonomous drone delivery of medical supplies | drones, aviation, healthcare delivery, IoT, AWS |
| How Timehop developed the world-class ad platform Nimbus with AWS | Case study: Timehop builds real-time ad bidding platform Nimbus on AWS serverless | ad tech, serverless, real-time bidding, AWS |
| How to build a mobile app using AWS | Video: Building a strong mobile app foundation with AWS cloud services and great UX | mobile app, AWS, development, video |
| How to build a simple web app using AWS | Video: How startups can rapidly build and scale web applications on AWS | web app, AWS, development, video, startups |
| How to choose between compute options on AWS | Video: Comparing serverless, containers, and monolithic architectures for startup workloads | compute, serverless, containers, AWS, architecture |
| Customer-centric insights: how to find and listen to customers | Video: Working backwards from customer needs through interviews and feedback mechanisms | customer discovery, product-market fit, interviews, video |
| How turbopuffer is refactoring the economics of search | Case study: turbopuffer makes low-latency semantic search affordable on AWS using object-storage-native architecture | semantic search, vector search, Amazon S3, Amazon EKS, agentic AI |
| Riding the AI Wave: How Xelix is Breaking Boundaries in Fintech | Case study: Xelix automates accounts payable auditing with Amazon Bedrock and Nova LLMs | Amazon Bedrock, Amazon Nova, fintech, accounts payable, AI |
| How poolside pioneers AI assisted software development on AWS | Case study: poolside builds advanced AI coding models on AWS Trainium and Amazon Bedrock | Amazon Bedrock, AWS Trainium, AI coding, software development |
| HubbleIQ: Transforming Global Tech Support | Case study: HubbleIQ uses gen AI on AWS to deliver self-service tech support with avatars 24/7 | generative AI, tech support, AWS, self-service, startups |
| Expert Insights | Index of expert advice and opinion articles to help startups connect with customers and investors | insights, advice, startups, thought leadership |
| Krikey AI is empowering storytellers with accessible AI-driven 3D animation | Case study: Krikey AI democratizes 3D animation creation using AWS-powered AI tools | AI, 3D animation, creative tools, AWS, accessibility |
| Picture perfect: Kuona reimagines visual branding with AI | Case study: Kuona uses gen AI on Amazon Bedrock to optimize visual content and pricing for retail brands | Amazon Bedrock, AWS Lambda, generative AI, retail, branding |
| Mastering the machine: Latent Labs engineers the future of biology | Case study: Latent Labs uses gen AI on SageMaker HyperPod for programmable protein design | Amazon SageMaker HyperPod, protein design, generative AI, biotech |
| Delivering affordable legal services from the cloud | Case study: Law on Earth brings low-cost legal representation to Australians using AWS | legal tech, AWS, accessibility, Australia, startups |
| Letting nature lead: How Sakana AI is transforming model building | Case study: Sakana AI uses evolutionary methods on AWS to create efficient LLMs from existing models | AI, LLM, evolution, model training, efficiency |
| AbleCredit is reinventing lending with AWS | Case study: AbleCredit builds a mobile-first, multilingual AI credit platform on AWS for Indian banks | AI, fintech, lending, India, mobile |
| Meet the tech alums leading the next generation of startups | Why former big-tech employees make successful startup founders and how their experience accelerates growth | founders, tech alumni, startups, scaling, leadership |
| Meet three women who make startup journeys smoother | Profiles of three AWS Solutions Architects helping diverse startups accelerate on AWS | women in tech, Solutions Architects, AWS, diversity, mentorship |
| Meet your AWS account team | Guide to understanding your AWS account team roles and how they help startups optimize and grow | AWS account team, Well-Architected, startup support, guidance |
| Mendel reimagines how healthcare workers interface with patient data on AWS | Case study: Mendel uses hybrid AI (deep learning + symbolic AI) on AWS to unify unstructured medical records into searchable patient journeys | NLP, healthcare, AI, patient data, clinical, hybrid AI |
| AWS Activate Benefits You Might Not Know About | Overview of lesser-known AWS Activate perks including Showcase, networking, support, and discounts | AWS Activate, credits, Amazon Bedrock, startup benefits |
| Powering the Future of AI Evaluation with Arize AI | Case study: Arize AI uses Amazon Bedrock and NVIDIA GPUs for model evaluation, observability, and production reliability | Amazon Bedrock, AI evaluation, observability, NVIDIA, AWS Marketplace |
| Powering your startup with AWS | Video: Reducing costs, focusing on innovation, and securing data by building on AWS | AWS, startups, cost reduction, video, foundation |
| A Brighte idea | Case study: Brighte builds a sustainable finance platform on AWS to fund clean energy for homes | fintech, sustainability, clean energy, AWS, Australia |
| Data can be a startup’s greatest asset | How founders can plan and leverage data from day one to understand performance and drive decisions | data strategy, analytics, startups, decision-making |
| Unlocking the Human Brain with the Power of AI | Case study: o8t uses AI and cloud services on AWS to advance neuroscience and patient care | AI, neuroscience, healthcare, cloud, brain |
| How Pattr is helping take out the social media trash | Case study: Pattr uses AI on AWS to detect and combat harmful content on social media | AI, content moderation, social media, safety, AWS |
| How Reejig is helping everyone realise their true potential | Case study: Reejig builds an AI workforce intelligence platform on AWS to map and develop employee skills | AI, workforce intelligence, HR tech, skills, AWS |
| Scaling in minutes, not days with AWS - Swyftx | Case study: Swyftx uses AWS to scale its crypto trading platform rapidly during market surges | crypto, scaling, AWS, trading, Australia |
| Why focusing on customers is critical for startup success | How founders can balance investor demands with customer obsession to build sustainable businesses | customer focus, founders, strategy, investors, startups |
| PulpoAR uses ML to build an AR shopping experience for beauty products | Case study: PulpoAR uses ML on AWS to create AR virtual try-on experiences for beauty retail | ML, augmented reality, e-commerce, beauty, AWS |
| Purple Ant on using AWS to transform the insurance industry | Case study: Purple Ant uses IoT sensors on AWS to monitor home health and reduce insurance risk and premiums | insurance, IoT, AWS IoT Core, property monitoring, insurtech |
| Ramp ups the pace of AI innovation for finance teams | Case study: Ramp builds an AI-powered spend management platform on AWS serving 45,000+ customers | AI, fintech, AWS Fargate, spend management, finance |
| Revolutionizing Music Production: Quarantine Studios with AWS | Video: Quarantine Studios enables real-time virtual music collaboration using AWS | music production, virtual studio, AWS, video, collaboration |
| Rewriting the relationship code: Tempo Labs, AWS, and the power of three | Case study: Tempo Labs builds a design-to-code platform for EPD teams on Amazon Bedrock and EKS, achieving 5X cost reduction | Amazon Bedrock, Amazon EKS, design-to-code, React, developer tools |
| Securing justice in the cloud: Predictice and AWS transform legal work | Case study: Predictice uses Amazon Bedrock and RAG to automate legal research for French professionals | Amazon Bedrock, RAG, legal tech, NLP, Amazon OpenSearch |
| Seeing is believing: Using AI to validate media authenticity | Video: DeepMedia uses AI to build deepfake detection software that validates media authenticity | deepfake detection, AI, media authenticity, video, security |
| Twelve Labs pioneers AI video intelligence on AWS | Case study: Twelve Labs trains multimodal AI models on Amazon SageMaker HyperPod for enterprise video understanding | multimodal AI, video intelligence, SageMaker HyperPod, foundation models, AWS |
| Sign-Speak builds with AI on AWS to create accessible experiences | Case study: Sign-Speak translates ASL to spoken language in real-time using AWS Trainium and Inferentia | AWS Trainium, AWS Inferentia, accessibility, ASL, AI |
| SurveySparrow turns talk into traction for customer experience | Case study: SurveySparrow uses gen AI on AWS to turn survey feedback into actionable CX insights at scale | generative AI, customer experience, surveys, AWS, SaaS |
| Tamarind Bio is driving AI-assisted drug discovery with AWS | Case study: Tamarind Bio makes AI models accessible to life scientists for faster drug R&D on AWS | AI, drug discovery, life sciences, LLM, AWS |
| Technology that teaches empathy: How mpathic uses AI to help us listen | Case study: mpathic uses conversation analytics AI on AWS to coach empathy and trust in real-time | AI, conversation analytics, empathy, healthcare, coaching |
| Turning back the data clock, with Rewind | Case study: Rewind provides SaaS data backup, recovery, and continuity on AWS with SOC 2 compliance for enterprises | SaaS, backup, data recovery, AWS Fargate, Graviton, compliance |
| DayTwo Is Using Data Analytics from the Gut Microbiome to Further Healthcare | Video: DayTwo uses AWS ML and Lake Formation to discover health biomarkers from gut microbiome data | Amazon SageMaker, AWS Lake Formation, microbiome, healthcare |
| Weights & Biases is helping developers productionize AI solutions | Case study: W&B builds ML experiment tracking and AI developer tools on AWS using Trainium and Inferentia | MLOps, experiment tracking, AWS Trainium, AWS Inferentia, AI |
| What Werner Vogels’ Predictions for 2022 Mean for Startups | Startup-focused analysis of Werner Vogels’ 2022 tech predictions on AI, ML, data, and sustainability | Werner Vogels, predictions, AI, ML, sustainability, startups |
| What Werner Vogels’ predictions for 2023 mean for startups | Startup-focused analysis of Werner Vogels’ 2023 tech predictions and their impact on founders | Werner Vogels, predictions, startups, technology trends |
| What Werner Vogels’ predictions for 2024 mean for startups | Startup-focused analysis of Werner Vogels’ 2024 tech predictions including new trends for founders | Werner Vogels, predictions, startups, technology trends, 2024 |
| What does it mean to be an AWS Admin at a startup? | Guide to defining AWS Account Admin responsibilities, training, and least-privilege practices at startups | IAM, security, admin, least privilege, AWS, startups |
| Why every startup should set up a budget - and how AWS Budgets makes it easy | Step-by-step guide to tracking and optimizing AWS spend using AWS Budgets for startups | AWS Budgets, cost management, startups, spend optimization |
| Why Guild CFO believes lifelong learning is the key to startup success | Interview with Guild’s CFO on how continuous learning and upskilling drive startup growth | CFO, ed tech, upskilling, Guild, startup finance |
| WRITER’s Bold Script for an AI-Native Enterprise Future | Case study: WRITER builds an enterprise AI agent platform on Amazon Bedrock and SageMaker HyperPod | Amazon Bedrock, SageMaker HyperPod, AI agents, enterprise, LLM |
| Yulu is electrifying India’s streets with AWS | Case study: Yulu scales India’s largest shared electric mobility platform on AWS with 45K+ vehicles and Graviton processors | electric vehicles, mobility, IoT, AWS Graviton, India, sustainability |