Top story · Daily AI intelligence
Orchard provides a reusable sandbox and environment service so teams can train and evaluate coding, browser, and assistant agents without building bespoke infrastructure, shipping with three domain recipes for software engineering, GUI navigation, and everyday productivity tasks.
01 / Insights
Daily AI analysis
What we're reading and thinking about. Refreshed daily.
Cloudera and VAST Data launch a unified AI factory for hybrid enterprise AI
The partnership pairs Cloudera's containerized data services with the VAST AI Operating System to keep GPUs continuously fed and cut idle time, delivering AI-ready data across on premises and public cloud. The joint solution is available now, aimed at enterprises that need consistent AI operations wherever performance and compliance requirements land.
read →Chai Discovery raises $400M Series C at a $3.8B valuation for AI molecular design
Chai Discovery raised $400 million at a $3.8 billion valuation, tripling its worth in seven months, in a round led by Index Ventures with OpenAI among the backers. Its generative models design antibodies and molecules from scratch for partners including Eli Lilly and Pfizer.
read →Oracle opens Fusion Agentic Applications to pro-code developers and coding agents
Oracle added an AI-native builder to AI Agent Studio, letting teams create enterprise agents in VS Code, the CLI and Git using Codex and Claude Code. The agents run natively inside Fusion with identity, approvals, audit trails and governance built into the runtime.
read →Alation launches AIOS, a governed intelligence operating system for enterprise agents
Alation unveiled AIOS, an open and self-improving system that unifies data, context and agents so enterprises can build trusted agents grounded in curated metadata. It bundles agentic automation, compliance and data governance with lineage and access controls on every AI decision.
read →Entrust opens an Agentic AI Trust Accelerator to give AI agents verifiable identity
Entrust launched a co-development program to build the identity, real-time authorization and cryptographic accountability that autonomous agents lack. It targets banks and enterprises that cannot yet prove who authorized an agent or what it was allowed to do.
read →Doceree brings pharma-grade governance to ChatGPT and Claude with native AI connectors
Doceree launched Semmelweis, a reasoning model built for pharma commercialization, plus native connectors that pipe governed clinical intelligence into ChatGPT and Claude. The connectors keep patient data untouched while surfacing compliant answers where clinicians now ask their first questions.
read →02 / Weekly Deep Dive
How agents actually ship
One researched edition a week: real deployments, the stacks behind them, and the honest counter-facts.
Caylent builds its own agent orchestrator and cuts a 2,600-hour migration to 220
Instead of buying a migration tool, Caylent built a multi-agent orchestrator on the Claude Agent SDK that runs inside the customer's own cloud and cut one engagement from 2,600 engineering hours to about 220.
Eve makes the buy-a-vertical-vendor case for small plaintiff law firms
Plaintiff firms with no in-house ML team buy their agents off the shelf, and Eve customers report large jumps in lead conversion, case value, and drafting speed.
Suzano puts a natural-language-to-SQL agent in front of 50,000 staff
A Brazilian pulp-and-paper maker built a Gemini agent that turns plain-language questions into SQL, which Google Cloud says cut query time by about 95 percent for 50,000 employees.
03 / Latest project
MomMe, a lifestyle community, web & iOS
A full lifestyle community platform, web portal and native iOS app, taken end to end, with an AI moderation flow keeping the community safe at scale.
- MomMe web portal + iOS application
- Full lifestyle community with 3,000+ registered users
- AI moderation flow
04 / Contact
Get in touch
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