Generative AI

AI has found its voice, and startups are listening: How disruptors can capitalize on one of 2025’s top emerging markets.

Improvements in performance and latency have enabled the potential applications of voice AI to skyrocket. From call centers, to hospitality, healthcare, and language learning—new possibilities seem to present themselves by the day.

Scale your startup smarter: Essential generative AI use cases

In this post, we’ll look at how startups leverage generative AI to power user experiences, transform operations, deliver real-time insights, and foster creativity.

Startup’s guide to GenAIOps on AWS Part 1: Future-proof your AI stack from day one

By integrating GenAIOps into your operations from day one, you can streamline your workflows and position yourself for long-term success in an increasingly AI-driven world.

A seven-step checklist to get your generative AI application security-ready

We’ve developed a seven-item checklist outlining the essential security and compliance measures you should consider when moving your generative AI-powered applications from experimentation to production.

AWS Generative AI Accelerator seeks the next generation of global AI leaders

Applications are now open for GAIA 2025. The 2025 cohort will receive unmatched benefits designed to accelerate both technical growth and market traction, including up to $1 million in AWS credits.

How generative AI is changing the startup landscape

Discover how startups can harness, contribute, and use generative AI for a future-ready journey.

Meet your AWS Startup generative AI support team

Find out how to unlock unparalleled support for your generative AI startup from dedicated AWS experts.

Choosing the right generative AI learning path

The right learning resources can enhance your understanding of generative AI and empower your organization to leverage this technology across many different use cases.

Should I learn AWS Lambda as a startup founder?

In this guide, we’ll explore AWS Lambda, how it works, and the many benefits it offers startups, from automating workflows to enhancing application performance.

Selecting the right foundation model for your startup

Learn how to build a generative AI application -- get products to market as quickly as possible, while maintaining cost efficiency and high performance

VC perspectives on generative AI for Latino startups

Investors share their insights on how to secure funding for your startup, when to incorporate generative AI into your product, and the competitive advantages of being a startup in the generative AI industry.

Optimize the cost of generative AI for your startup

Discover how to optimize costs when building with gen AI. Learn which factors have the greatest influence on your solution's cost and how to optimize them.

6 questions startup founders ask about generative AI

Racing to unlock generative AI’s potential? Not sure what to do next? Learn how to start improving business outcomes with generative AI today.

Seeing is understanding: Twelve Labs pioneers AI video intelligence on AWS

Twelve Labs is a fast-growing startup using generative AI to process vast amounts of video data, empowering its customers with next generation video intelligence. The company is training and scaling multimodal AI models on AWS that are capable of interpreting visual data as we do, at a scale made possible by innovative technology and proven expertise.

How poolside pioneers AI assisted software development on AWS

See how our partners at poolside are turning millions of developers into billions

Leonardo AI drives tech evolution using generative AI on AWS

When Leonardo’s legacy architecture couldn’t handle the sudden increase in traffic, AWS was there to help their team succeed.

How Proto is bringing cutting-edge avatars to life with Amazon Bedrock

Proto migrated to Amazon Bedrock to create lifelike AI avatars with generative AI using Anthropic's Claude model.

Boosted.ai’s generative AI portfolio manager surfaces near-instant finance insights with AWS

In 2020, Boosted.ai expanded their artificial intelligence (AI)-powered financial analysis platform—Boosted Insights.

How Patronus AI helps enterprises boost their confidence in generative AI

With its AI-driven automated evaluation and security platform, Patronus helps its customers use large language models (LLMs) confidently and responsibly.

Technology that teaches empathy? How mpathic uses AI to help us listen to each other

What if artificial intelligence (AI) could augment our ability to really listen and truly relate to others?

How climate tech startups use generative AI to address the climate crisis

At AWS, we are seeing generative AI transform how humans and business use technology to solve some of the world’s most challenging problems.

Meeting.ai automates time-consuming meeting tasks with Amazon Bedrock

Powered by generative AI, Meeting.ai enables users to spend more time engaged in meetings, and less time trying to recall key takeaways after the fact.

Crate builds with generative AI on AWS to reimagine online spaces

Anna Bofa’s ambition for Crate is to create an internet where the user does not go out looking for content—the best of the internet comes to them.

Sign-Speak builds with AI on AWS to create accessible experiences

Meet Sign-Speak, an innovative startup who builds language software on AWS that recognizes American Sign Language (ASL) and translates it into spoken words (and

Anthropic Claude 3: Next-gen models on Amazon Bedrock

Dive into Anthropic's new Claude 3 family of models on Amazon Bedrock with these key facts for developers.

Building generative AI applications for your startup

Learn how to build a generative AI application that can help your startup get its product to market as quickly as possible

Conquering large-scale inference

Ensure efficient, effective inference processes on deep learning models, from optimizing computational resources to leveraging parallelization and distributed systems.

Data-centric AI development in the FM/LLM era

Explore the world of generative AI tools and learn ways to adapt ML models—including multi-billion parameter foundation models—to custom use cases.

Build and deploy a cutting-edge generative AI application with LangChain and Amazon Bedrock

Explore tips to leverage open-source tools to seamlessly integrate the LangChain platform on AWS to build and deploy cutting-edge generative AI applications.

How to take a generative AI proof of concept to production

Learn the steps to build a generative AI proof of concept and safely deploy it into production, featuring startup Loka.

What to do before you launch your generative AI solution

Learn the key considerations and decisions you should make before launching your generative AI proof of concept on AWS.

Generative AI: The next productivity frontier

From automating repetitive tasks to enhancing collaboration, discover how startups use generative AI to make work more rewarding and productive.

Mapping the trajectory of generative AI: from learning to impact

Explore the transformative power of generative AI across industries and how today’s learnings are paving the way for the future of responsible tech.

Seeing is believing: Using AI to validate media authenticity

Doctored photos, deepfake videos, and voice cloning pose significant ethical risks. Learn how one startup is helping validate media authenticity.

A new chapter in experiential content: how generative AI empowers creators

Learn about generative AI’s profound impact on the creative landscape and see how it’s used to revolutionize content conceptualization, development, and consumption.

Teaching a generation to read: generative AI’s impact on education

Learn how one startup founder uses generative AI to transform educational content with speech perception, language models, and image generation models.

AWS launches global generative AI accelerator for startups

For startups aiming to take their generative AI solution to the next level, AWS launched Generative AI Accelerator. Read on to learn how this program aims to empower startups from every industry and across the globe.