How It Works
AI Consulting
We don't just advise — we ship. Every engagement ends in something running in production.
Book a discoveryHow AI consulting works
We build, we don't just advise
Most AI consulting ends in a slide deck. We work forward-deployed: we embed with your team, write software against your real systems, and own the outcome through to production. The model is rarely the hard part — re-wiring a real workflow end-to-end and getting people to actually use it is. That's the work we do, and every engagement is built to ship.
Every engagement ends in a deliverable — something actually built.
No strategy binders. By the end of the initial discovery engagement, you have a working system in production — then we keep shipping in tight 30-day cycles.
2 wks
to a working POC
30 days
per delivery cycle
Day 1
on your real systems
100%
built to ship
Discovery — we embed and get to work
We start by sitting down with your operators, function leads, and executives — and getting read-only access to your real source systems: ERP, CRM, data warehouse, ticketing, the works.
Then we point AI at that context. We rapidly ingest your data, mine where time and money actually go, map your core workflows, and pinpoint the highest-ROI problems in days — not months of slideware.
You can't gather requirements for something nobody has built before. By embedding and reading your actual systems, we find the right problem fast — grounded in your data, not a generic playbook.
- Executive & function-lead interviews
- Read-only access to ERP / CRM / data warehouse
- AI-accelerated context + process mining
- A prioritized, quantified opportunity shortlist
Something in production — before discovery even ends
This is what makes us different. We don't stop at a recommendation — before the initial discovery engagement is over, we build a working proof-of-concept of the #1 opportunity on your real data and workflow, and we get it running in production.
You end discovery with something you can actually use, a quantified business case, and a fixed-price, de-risked plan for what comes next.
95% of enterprise AI pilots never reach production. We invert that by shipping inside discovery — reality corrects the build, and you see real value before committing to a large program.
- A working POC on your real data
- Live in production before discovery ends
- Quantified ROI / value model
- Fixed-price, de-risked build scope
Implementation — tight 30-day delivery cycles
From the proven POC, we move into tight 30-day delivery cycles — each one producing concrete, working deliverables. We integrate with your systems of record, add evals, guardrails, and observability, and harden the system for reliable, day-in day-out production use.
Progress stays visible and every round stays accountable. We advise — and we build.
Enterprise AI dies in 'pilot purgatory' when a clean demo never survives the messy live ecosystem. Short cycles keep us shipping real, integrated software instead of perpetual prototypes.
- Production-grade ERP / CRM / warehouse integration
- Evals, guardrails & observability in CI
- A concrete deliverable every 30 days
- Human-in-the-loop where the stakes are high
Presentation — a live readout, not a deck
At each milestone we bring leadership a clear readout: a live demo of what is actually running, the measured ROI in your own P&L language, and the roadmap for what comes next.
You see the working system, the numbers, and the path forward — and you decide the next cycle.
Adoption is 70% of the value. A live, working demo plus a number your sponsor can defend is what turns an AI project into operational reality.
- Live demo of the running system
- ROI modeled in your P&L language
- A clear 30 / 60 / 90-day roadmap
- Your call: proceed, expand, or hold
Proof, not promises
AI consulting, in the field
Real engagements where we embedded, built, and shipped — with the outcomes to show for it.
Featured engagement
Continuous Autonomous Pen Testing for a $300M AI Data-Labeling Startup
A fast-scaling, $300M-valuation AI data-labeling startup needed enterprise-grade trust to win the biggest customers in tech. We ran a full environment review, stood up continuous autonomous pen testing, and led their entire SOC 2 implementation — hardening change-management and MDM controls, applying AI to clean internal audits, and walking their team through security and procurement reviews for the five largest tech companies and top AI labs.
Have a workflow that's begging for AI?
Book a discovery. We'll embed, find the highest-ROI opportunity, and get something running on your real systems before it's over.
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