We build AI that ships.
INSTINCTAI is a senior, hands-on team that designs and deploys AI systems into live operating workflows. One brand. Three ways to work with us — Agency, Product Lab, and Incubator — sharing one operating standard: measured, controlled, deployed.
Senior by default. The people on the call ship the system.
Richard Rygg
Software, internet, telecom, mobile, SaaS, sales, BD, finance, ops. Co-founded and exited a self-improvement platform to a public company.
Mo Sersouri
Full-stack engineer. UX, conversational AI, prompt engineering, agentic AI embedded in live workflows.
Stephan Mai
CI/CD, containerization, cloud infrastructure, modern frontends. Production-grade engineering at the foundation.
Cassandra Girard
Strategy, operating systems, and hands-on build. Translates executive intent into shipped software — brand surfaces, internal tooling, and the systems that connect them.
Modern AI engineering paired with deep platform experience.
Product, telecom, mobile, marketing, automation — we have shipped in all of it.
Operators talking to operators.
Senior by default.
No junior pass-throughs. The people you meet on the call are the people who design and ship the system.
Measured outcomes.
We define a quantified target before we build — hours recaptured, revenue retained, error rate reduced. We track it after deploy.
Live, not slideware.
We deploy into your stack — CRM, calendar, ops tooling — not into a deck. If it doesn't run on Monday, it didn't ship.
One standard, three lanes.
Agency for operator problems. Product Lab for productizing patterns we keep solving. Incubator for non-technical founders with capital and a thesis.