Build vs Buy Enterprise AI
Build vs buy for enterprise AI is a false binary — Derisk360 helps you build correctly in your environment with embedded FDEs, avoiding the pilot graveyard that pure internal builds often produce.
Build vs buy for enterprise AI is a false binary — Derisk360 helps you build correctly in your environment with embedded FDEs, avoiding the pilot graveyard that pure internal builds often produce.
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Decision context
Pure build assumes you have context engineering, eval, and ops capability today. Pure buy (shelfware) assumes the vendor understands your regulatory workflow. Neither alone crosses pilot-to-production in regulated industries.
Derisk360's model: build in your VPC with embedded experts, transfer capability, outcome-based scope.
Internal build risk vs governed production delivery with embedded FDEs
Outcome-based services — not licences or hourly consulting
Evaluation and 24/7 operations built in from day one
Production track record in regulated industries
Side-by-side comparison.
| Aspect | Build internally only | Derisk360 |
|---|---|---|
| Primary deliverable | Strategy, decks, and pilots | Governed agents in production with audit trails |
| Who implements | Internal build only | FDE-assisted build |
| Context & integration | Architecture recommendations or offshore build | Embedded FDEs unify context via MCP in your VPC |
| Regulated industries | Generic enterprise playbooks | Banking and insurance production specialisation |
| Evaluation | Your team or separate contract | FDEE eval harnesses and 24/7 monitoring |
| Accountability | Programme or licence milestones | Outcome-based production go-live |
| Time to production | Quarters to years | Typically under 12 weeks per use case |
| Best fit | Broad programmes or cost arbitrage | Pilot-to-production on priority regulated workflows |
Ready for an AI implementation partner?
Book a discovery call and we'll map your highest-value use case — and exactly how we get it into production.
Frequently asked questions
- Build vs Buy Enterprise AI
- Derisk360 implements governed production AI through services and accelerators; internal build risk typically does not include embedded production delivery.
- Is Derisk360 a product vendor?
- No. Derisk360 is a services firm — outcome-based engagements, not software licences.
- How do I evaluate partners?
- Ask who owns production go-live, evaluation after launch, and operational accountability.
- What industries does Derisk360 serve?
- Banking, insurance, and regulated financial services with production implementations.
- How do I start?
- Book a discovery call at derisk360.com/book.
- What is an AI accelerator?
- A structured programme from discovery to governed production go-live in weeks, delivered by embedded FDEs.