We design, build and govern AI systems for companies that need them to be reliable, affordable and defensible. Security is built in from the first architecture review.
A production platform for customer-facing AI Employees, secured from the first design review.
Enterprise experience at IBM serving global banks, airlines and exchanges.
Before and after, measured on real engagements. Hover or focus a bar for exact values.
| Metric | Before | After | Change | Context |
|---|---|---|---|---|
| Monitoring cost | $100K / month | $7K / month | −93% ($1.1M / year) | Global enterprise, IBM, 2024 |
| Deployment time | 4+ hours | < 5 minutes | 48× faster | IBM cloud platform, 2022–2023 |
| Open vulnerabilities | Index 100 | Index 3 | −97% | 1,500 repositories, IBM |
| AWS spend | Index 100 | Index 30 | −70% | IBM, 2022–2023 |
| Production incidents | Index 100 | Index 10 | −90% | IBM, 2022–2023 |
| Time to SOC 2 | 6–12 months (typical, industry estimate) | 90 days | 2–4× faster | FinTech wealth platform |
A production platform for customer-facing AI Employees, secured from the first design review.
The same visibility for a fraction of the bill, with one owner for the spend.
Credentials out of the code, and pipelines that keep them out.
A system of record replaced while the business kept working.
Cheaper to run, faster to ship and calmer to operate.
Compliance that sales could point to, on an architecture that scales.
Vendor and cloud spend cut, with a review board to keep it that way.
Mike has been an invaluable asset to our small accounting firm.
Justin Ferguson, Manager
Every engagement has a fixed scope or a monthly cap.
SituationThe company sold AI Employees to customers but had no shared runtime, SDK or test harness to build them safely.
“… remediating over 100k code secrets and leading complex migrations.”
“It was refreshing to have his frank and honest evaluation of how the work was going, and how it could be improved.”
“Michael led the charge to burn down years of technical coding debt … in months when others failed to unpack the volume of change needed.”
30-minute intro call. No pitch deck, just your situation.