Forward Deployed Engineering. Production AI systems — not slide decks.
A Team of Two embeds in your operation. We audit, build, productize, and hand over — leaving you with institutional capability, not a dependency.
How We Deliver
Illegibility Audit
Before code, we map. Data provenance. Legacy constraints. Workflow reality. Incentive alignment.
Build
A Team of Two embeds in your operation. They build on your infrastructure, with your data, against your constraints.
Productize
Patterns that recur become reusable primitives in our Systemized Toolbox. Every client makes us faster.
Hand Over
We train. We document. We transfer institutional capability. Then we leave.
Which Tier Is Right for You?
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.
Why Two People Outperform a Twenty-Person Consulting Team
Delta — Forward Deployed Engineer
Writes production-ready code inside your environment. Integrates with legacy systems. Builds against real data. Solves today's problem today.
Echo — Deployment Strategist
Navigates your institution. Maps stakeholders. Manages transformation politics. Ensures systems get adopted, not just deployed.
What You Get — and What You Do Not
| Dimension | Big 4 | Boutique | Mudra Knight |
|---|---|---|---|
| Team | 10–20 people | 2–5 people | 2 (Team of Two) |
| Approach | Strategy-first | Ad-hoc | Execution-first |
| Deliverable | Slide decks | Variable | Production systems |
| Timeline | 8–12 weeks | Varies | 3–12 months |
| Investment | $500K+ | $100K+ | $200K–$1M |
| Outcome | Recommendations | Variable | Institutional capability |
Two specialized services for your inference pipeline
Beyond autonomous consulting, we offer focused programs for token cost conservation — export what can run at zero inference, minimize what must stay.