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.
Cognizant becomes a Global Premier Anthropic partner and embeds Claude across its industry platforms
Cognizant will deploy Claude in manufacturing, life sciences and insurance client work and certify a Claude skilled workforce across roughly 350,000 employees, becoming one of the largest Anthropic customers as it positions to close the enterprise AI adoption gap.
read →Celeris launches Celeris 1, a diffusion language model at near GPT-5 quality and 15 times the speed
The flagship model refines a whole response over a few passes instead of generating token by token, reaching a 158 millisecond median latency and 1,664 tokens per second while scoring 75 percent on MMLU Pro. It is available today through an OpenAI compatible API.
read →Keyfactor to acquire Cofide to give AI agents verified short lived identities
The deal extends the Keyfactor Trust Control Plane to cloud workloads and autonomous agents, giving each a unique and short lived verified identity so security teams can govern non human identities from one system. Terms were undisclosed and the Cofide team joins immediately.
read →HSBC will open a Global AI Centre of Excellence in Singapore and hire 100 specialists
Opening in the second half of 2026, the centre will build agentic treasury solutions, AI enabled digital payments and wealth journey tools that scale across the HSBC global network under Chief AI Officer David Rice.
read →Emerson adds five Ovation AI agents for power and water plant operations
New agents for alarms, predictive maintenance, root cause, control sequences and loop performance run in the background and send recommendations while operators keep final control. Emerson plans 28 more agents this fall.
read →Microsoft launches Project Perception and MAI-Cyber-1-Flash, its first purpose-built cybersecurity AI model
Microsoft unveiled MAI-Cyber-1-Flash, a compact model built for finding and remediating software vulnerabilities, and Project Perception, an agentic defense platform that coordinates red, blue, and green teams of AI agents for continuous risk reduction. The combined offering claims frontier-grade security performance at roughly half the cost of existing models, with public preview opening August 3.
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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