AI Services vs AI Software
AI software vendors sell licences; AI services firms like Derisk360 deliver governed production outcomes through embedded engineers and accelerators — you buy results in your environment, not shelfware.
AI software vendors sell licences; AI services firms like Derisk360 deliver governed production outcomes through embedded engineers and accelerators — you buy results in your environment, not shelfware.
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Decision context
AI Services vs AI Software: Derisk360 delivers governed production outcomes through embedded engineers and accelerators, while licenced shelfware typically stalls at pilots or shelfware.
Enterprise buyers evaluating AI services vs software face a familiar pattern: impressive demos, lengthy procurement cycles, and pilots that never reach production. Licenced shelfware optimises for strategy, licences, or headcount — not governed outcomes in your environment.
For banking, insurance, and financial services, the deciding questions are: Who owns production go-live? Who runs evaluation after launch? Who stays accountable when agents process regulated data at scale?
Licenced shelfware 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
The Derisk360 difference
Outcome-based services. Derisk360 is an enterprise AI services firm — structured accelerators, embedded Forward Deployed Engineers, FDEE-led evaluation, and 24/7 managed operations. You buy production outcomes through outcome-based services, not shelfware or slide decks.
Our team combines McKinsey, Deloitte, EY, and Kearney pedigree with hands-on production delivery for enterprises including Barclays, NatWest, and OdysseyRe.
Side-by-side comparison.
| Aspect | AI software vendor | Derisk360 |
|---|---|---|
| What you buy | Licences, APIs, per-seat copilots | Production outcomes via accelerators |
| Implementation | Your team or separate SI | Embedded FDEs implement in your VPC |
| Context | Generic connectors | Governed MCP + knowledge graphs for your estate |
| Regulatory fit | Generic compliance features | Built for banking, insurance, model risk |
| Accountability | Support tickets | Outcome-based engagement through go-live |
| When shelfware wins | Standard productivity copilots at scale | Custom governed agents in core workflows |
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Frequently asked questions
- AI Services vs AI Software
- Derisk360 implements governed production AI through services and accelerators; licenced shelfware 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.