Forward Deployed Engineers
Forward Deployed Engineers (FDEs) embed inside client organisations to discover use cases, implement governed AI systems in production, and transfer operational capability — the core of Derisk360's delivery model.
Forward Deployed Engineers (FDEs) embed inside client organisations to discover use cases, implement governed AI systems in production, and transfer operational capability — the core of Derisk360's delivery model.
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The FDE delivery model
Traditional consulting rotates generalists through your organisation — they learn enough to advise, then leave. Forward Deployed Engineers embed for the duration of delivery: they learn your domain, map your data estate, configure agents in your VPC, and operate alongside your teams through go-live.
FDEs are not staff augmentation or body shopping. They are accountable for production outcomes within structured accelerator programmes — scoped to governed go-live, not open-ended hours.
Derisk360's FDE & FDEE Factory trains engineers with McKinsey, Deloitte, EY, and Kearney pedigree — applied to hands-on production delivery in banking, insurance, and regulated financial services.
Addresses the #1 reason enterprise AI fails — deployment risk
4-Layer Intelligence Stack architecture
Embedded FDEs with 24/7 FDEE oversight
Governed production go-live typically under 12 weeks
What FDEs do day-to-day
Sit with business and operations teams to refine use case scope and success metrics.
Map source systems and stand up MCP connections into governed context layers.
Configure multi-agent workflows with policy engines and human-in-the-loop.
Build eval harnesses with FDEEs and run red teams before production.
Deploy securely, document for model risk, and monitor quality 24/7 after go-live.
Transfer runbooks and capability to your permanent teams during delivery.
Side-by-side comparison.
| Aspect | Traditional approach | Derisk360 |
|---|---|---|
| Context | Sample datasets, manual exports | Unified governed context layer via MCP and graphs |
| Evaluation | Demo-day spot checks | FDEE-led eval harnesses and policy controls |
| Operations | Team disbands after pilot | 24/7 managed monitoring and tuning |
| Accountability | Success = proof-of-concept | Success = governed production outcomes |
Concrete artefacts, not slide decks.
Domain immersion
FDEs inside your business learning workflow, systems, and compliance constraints.
Production implementation
Governed agents configured, evaluated, and deployed in your VPC.
Capability handoff
Runbooks, training, and operational knowledge embedded in your teams.
Managed oversight
FDEE-led monitoring and tuning through and beyond go-live.
Four phases to production go-live.
Embed & discover
FDEs embed inside your business, learn the domain, and scope the highest-value use case for this accelerator.
Unify context
Connect source systems into a governed context layer — MCP, knowledge graphs, and field mapping in your environment.
Configure & evaluate
Build governed agent workflows, run eval harnesses, and tune against your policies before go-live.
Deploy & monitor
Go live securely in your cloud with FDEE-led monitoring, continuous evaluation, and proactive tuning.
Production outcomes, not pilot metrics.
Typical accelerator go-live in regulated enterprise environments.
Production uptime for governed agent workloads post go-live.
Faster financial close via agentic reconciliation in banking.
Related resources
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Book a discovery call and we'll map your highest-value use case — and exactly how we get it into production.
Frequently asked questions
- How does Derisk360 deliver this in production?
- Derisk360 embeds Forward Deployed Engineers, runs structured AI accelerators, and implements governed agentic systems in your environment — with evaluation and managed operations built in from day one.
- Is Derisk360 a software vendor?
- No. Derisk360 is an enterprise AI services firm. You engage us for production outcomes through accelerators and implementations, not licensed shelfware.
- How do I start an engagement?
- Book a discovery call at derisk360.com/book. We map your highest-value use case and scope an outcome-based accelerator tailored to your industry.
- How does forward deployed engineers relate to Derisk360 services?
- Derisk360 implements this through AI accelerators and embedded FDEs — book a discovery call to scope your use case.