KENNY CHIEN · ENTERPRISE AI CONSULTANT & EDUCATOR
of software is agentic.
I help enterprises ship AI that actually works — from vibe coding to agentic ontology, from first prototype to forward-deployed production.
Kenny Chien works at the frontier where enterprises meet the agentic era. As a consultant he has guided leadership teams from AI curiosity to production systems; as a forward deployed engineer he builds beside the teams he advises.
His thesis is simple: the companies that win the next decade are the ones whose people — not just whose tools — learn to think in agents.
Shipping software at the speed of intent — prompting as a craft, not a trick.
Engineering with AI in the loop: workflows, guardrails, and taste.
Applications where agents plan, act, recover, and report.
Forward deployed engineering — embedded delivery inside enterprise teams.
Modeling your business so agents can reason about it.
One high-value use case, taken from whiteboard to deployed application — with your team trained along the way.
6–12 WEEKS · OUTCOME-BASED↗02Design the ontology your enterprise will run on: entities, actions, permissions — and the agents that traverse them.
ADVISORY · ARCHITECTURE↗03I embed with your engineers as an FDE — pairing, reviewing, and shipping until agentic patterns become muscle memory.
EMBEDDED · HANDS-ON↗A field manual of prompts, patterns, and anti-patterns for shipping real software with AI.
Get the book →A structured worksheet system for mapping your enterprise into an agent-readable ontology.
Explore the canvas →The pre-flight list I run before any agentic app touches production.
Download free →Long-horizon agents that decompose goals, spawn sub-agents, and persist state across days of work — built for enterprise workflows.
Request a demo →Point it at your systems and docs — it drafts an agent-readable ontology of entities, actions, and permissions for your engineers to refine.
Request access →An AI-native way of working: domain experts, product thinkers, and engineers in one coached loop, turning real customer problems into validated, deployable AI solutions.
Explore Vibe Teaming →Private sessions for leaders making AI bets: strategy, vendor truth-telling, and what to build versus buy.
Request a slot →Four weeks from AI-curious to shipping agentic apps — live sessions, real codebases, brutal code review.
Join the waitlist →One- and two-day intensives that rewire how a team builds with AI — on your codebase, not toy demos.
Book a workshop →Databases described your data. Ontologies describe your business. Agents need the latter.
02The unit of engineering is shifting from the function to the agent loop.
03Why the best consultants now ship code from inside the building.
04AI does not produce mediocrity. Unexamined taste does.
Conversations with the people building the agentic era — operators, researchers, and the occasional skeptic.
EP 014