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.
OpenAI launches Presence, an enterprise platform for governed realtime voice and chat agents
Presence bundles policies, permission controls, escalation rules and pre-deployment simulations so enterprises can run voice and chat agents for support, sales and IT, with a Codex-powered loop that improves them after launch. It ships as a deployed product via Forward Deployed Engineers, not self-serve.
read →AMD opens Advancing AI 2026 with 2nm EPYC Venice CPUs and the MI455X Helios rack
AMD unveiled EPYC Venice, the first x86 server CPU on TSMC 2nm, alongside the MI455X accelerator powering a Helios rack with 31TB of HBM4, a direct bid to reset AI training and inference economics against Nvidia. Nvidia pre-empted the event by detailing its own Vera server CPU.
read →Google Cloud revenue jumps 82 percent as Gemini Enterprise reaches nearly 90 percent of the Fortune 100
Alphabet reported Q2 cloud revenue up 82 percent to 24.8 billion dollars with a 514 billion dollar backlog, driven by AI demand, while raising 2026 capex guidance as high as 205 billion. Nearly 90 percent of the Fortune 100 now use Gemini Enterprise.
read →Ushur launches the Ushur Agentic Platform to finish customer journeys in regulated industries
Ushur shipped a platform whose agents understand intent, retrieve documents and act across enterprise systems to complete tasks like updating coverage or advancing an insurance claim, with governance, auditability and human oversight built in for insurance, banking and healthcare.
read →Anthropic ships an Economic Index connector and sets a 200 million dollar Economic Futures research agenda
Anthropic released a Claude connector that lets anyone query real data on how AI is used across the economy, and published the agenda for its 200 million dollar Economic Futures Research Fund covering worker impact, transitions and income support.
read →WARC forecasts agentic AI will influence 3.35 trillion dollars in consumer spending by 2030
New WARC and PHD research projects agent-facilitated consumer spending will more than triple from 944 billion dollars in 2026 to 3.35 trillion by 2030, led by the US at 1.1 trillion, a signal for enterprises to build agent-ready commerce and payment rails now.
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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