From promising demo to working system.

I help teams and leaders evaluate, design, and ship agentic AI systems before complexity, cost, and governance issues get expensive.

Start a conversation → Talk to the assistant first → See the offers ↓

Worked with by Muhammad Arbab. 20 years in enterprise systems, 14 of them shipping AI inside Fortune 100 organizations. Author of two books on designing agentic AI systems.

The Offers Two ways to work together, both small enough to ship

Offer 01 · Advisory entry point

Agentic AI Readiness Review

Teams with a promising agentic AI demo or pilot that need a senior second opinion before scaling.

What you get

→ Pre-session intake form so the working session goes deep, not wide.
→ 90-minute working session covering architecture, evals, governance, cost, and reliability.
→ Readiness score across roughly 10 dimensions, scored honestly, not graded on a curve.
→ Three to five page memo: top risks, quick wins, and the next concrete moves.
→ 30-minute readout to walk the memo through the team, including the engineers who will own it.

Offer 02 · Fastest path to a working system

Design & Ship Implementation Support

Teams that need help turning an idea into a working agentic workflow, prototype, automation, or production-ready system.

What you get

→ Scoped per project. Fixed deliverable, fixed price, defined number of revisions.
→ Architecture and design carried through to working code, not slideware.
→ Production concerns built in from day one: evals, cost ceilings, security, observability.
→ Knowledge transfer to your engineers so the system survives without ongoing dependency on me.
→ Maintenance handled separately if you want it, on a clean continuation contract.

The throughline

I help you move from agentic AI idea to working system.

That can mean a 90-minute working session before you scale, or a multi-week build that lands a real system. The shape changes, the goal does not. We are aiming at something a team can run, test, and trust, not a deck that closes a quarterly review.

Start a conversation

A 30-minute call to see if there's a fit.

Tell me what you're building or trying to build, what's already in place, and what would make this engagement worth it. If we're a fit, we will scope it tightly in writing. If we're not, I will say so and point you somewhere useful.

Book a 30-minute call →