manadia Global Launch: A Trusted AI Prediction Ecosystem Enters The Era of Value Internet

In recent years, the development of artificial intelligence has far exceeded market expectations. From breakthroughs in large-scale models to the rapid rise of AI Agents, from enterprise AI applications to continued investments in global computing infrastructure by major tech giants, AI is shifting from a technological revolution to an industrial revolution. Increasingly, work is being … Read more

Models Aren’t the Moat. Deployment Is

Notes from the field on what actually wins in enterprise AI “The Guide notes that the most expensive failure mode of an enterprise AI company is, against all reasonable expectations, not building the wrong model. It is building the right one, and then being unable to put it anywhere.” I work as a forward-deployed engineer … Read more

How Cara pioneers domain-specific AI for enterprise insurance brokerages with AWS

Insurance is an $8 trillion global industry burdened by manual workflows and a growing talent shortage. Cara delivers an AI-native solution on AWS that automates back-office processes for insurance brokerages. Insurance agents routinely spend hours on repetitive tasks. These include completing applications, analyzing policy coverages, re-keying data across systems, and relaying information between clients and … Read more

Production-grade AI agents for financial compliance: Lessons from Stripe

This post is co-written by Christopher Phillippi and Chrissie Cui from Stripe. Stripe processes $1.4 trillion in annual payment volume across 50 countries, requiring compliance teams to review thousands of transactions daily. This post explores how Stripe built a production-grade AI agent system on AWS using Amazon Bedrock that reduced review handling time by 26 … Read more

Anthropic’s Mythos mess is only getting worse

It’s been two weeks since Anthropic took its Mythos-class models offline after a Friday evening ultimatum from the Trump administration. The company sprang into action immediately, sending a barrage of executives to Washington, DC. But updates have been suspiciously lacking, with no resolution in sight. Anthropic declined to comment multiple times this week about the … Read more