Insights
Notes from the build.
Practical writing on AI, agents, apps and the web, drawn from work we have actually shipped. No hype, no filler.
Agentic systems6 min read
What a multi-agent workflow actually looks like
Not a chatbot and not a black box: how specialist agents split one job into steps, use your tools, and stop for a person where judgement matters.
Read the articleApplied AI7 min read
Grounding AI in your own data: a practical checklist
Most AI assistants fail on trust, not intelligence. The checklist we use to make answers come from your documents, stay inside each customer’s data, and prove it.
Product apps6 min read
Offline-first mobile apps: what it really takes
An app that works in a lift, a basement or on a flight is a design decision, not a feature flag. The architecture behind apps that never wait for the network.