Forward-Deployed AI Engineering
Your board wants production AI. Here's how to deliver it.
We embed a Team of Two — one engineer, one strategist — into your operation. We audit before we build. We deliver systems that survive Monday morning. We leave you with the capability to sustain them. On your infrastructure, with your data, on your terms.
FDE PIPELINE
Production AI agents deployed
Documented standard operating procedures
Safety architecture (G0–G3)
Average payback period
“AI adoption fails not because of technology, but because of organizational design.”
Enterprises have the models. They have the budgets. They have the executive mandate. What they don't have is the engineering capacity to embed AI into broken, legacy-bound operational realities.
of AI pilots never deploy
Pilots that never reach production.
Dazzling demos fail on Monday morning when real data, real users, and real regulations enter the equation.
data flows undocumented
Data flows no one has mapped.
Critical AI inputs live in undocumented spreadsheets, legacy systems without APIs, and workflows that exist only in people's heads.
govern AI at scale
Risk that compounds silently.
Only 4% of organizations govern AI at scale — despite 60% deploying AI across departments.
Two people outperform a twenty-person consulting team.
Every engagement follows the same battle-tested pipeline — designed to produce systems that survive long after we leave.
Illegibility Audit
Before code, we map. Data provenance, legacy constraints, workflow reality, incentive alignment. The diagnostic — the first time someone told them the truth.
Build
A Team of Two embeds in your operation. They build tactical solutions on your infrastructure, with your data, against your real constraints.
Productize
Patterns that recur become reusable primitives in our Systemized Toolbox. Every engagement makes us faster for the next.
Hand Over
We train. We document. We SOP. Then we leave. Our success metric: your Institutional Capability score — green before we go.
Three Tiers. One Methodology.
From readiness assessment to enterprise partnership — each engagement is a gateway to the next.
AI Readiness & Strategy Assessment
2–4 weeksSenior FDE Engineer + Strategist
- Focused Illegibility Audit
- Enterprise AI Readiness Scorecard
- 3–5 prioritized AI use cases with ROI estimates
- Regulatory compliance gap analysis
- 90-day implementation roadmap
Best for: Enterprises beginning their AI journey. Teams that need a clear diagnostic before committing to implementation.
Forward Deployed AI Engineering
3–12 monthsTeam of Two (Delta + Echo)
- Full Illegibility Audit (4 diagnostic areas)
- Production AI system deployed on your infrastructure
- BAU handover documentation and team training
- 1+ reusable Toolbox primitive extracted
- Monthly steering committee presentations
Best for: Enterprises with a clear AI use case and executive sponsorship. Teams ready for production.
Enterprise AI Partnership
12+ monthsDedicated Team of Two + rotating specialists
- Everything in Tier 2
- AC-OE deployment where applicable
- Quarterly business reviews with C-suite
- Institutional Capability scorecard tracked quarterly
- Priority access to Systemized Toolbox updates
- First-refusal on new product offerings
Best for: Enterprises making AI central to their strategy. Organizations with multiple AI initiatives requiring coordinated governance.
Built for enterprises that have experimented — and stalled.
CEO as CAIO
Your board wants to know why AI isn't delivering. You need production systems, not slide decks.
GCC Leader
Transforming your offshore hub from a cost center to an AI execution engine.
Mid-Market Pragmatist
You've run the pilots. You're done experimenting. You need something that works.
Trailblazer
Already deploying AI at scale. You need a partner who can match your ambition.
Year 1 Verticals
Deep domain expertise in regulated, high-stakes industries.
Financial Services
EU AI Act, SEC/FINRA, Basel III
Manufacturing & Logistics
Predictive maintenance, supply chain
Year 2 Expansion
An architecture built for scale, engineered for trust.
Every engagement enriches the system. Every asset makes us faster.
Specialized agents
Delta, Echo, and specialized deployment roles
Automated chains
End-to-end delivery pipelines
SOPs
Standard operating procedures across 8 categories
Ready to make AI work in the real world?
45 minutes. No pitch. We listen first, then we tell you honestly if we can help.