Derisk360 is an enterprise AI services firm specializing in AI accelerators and production implementations — with embedded Forward Deployed Engineers, context engineering, evaluation, and managed delivery built in.
Cross the chasm from AI pilots to production.
Most enterprise AI stalls at pilot. Derisk360 embeds Forward Deployed Engineers to implement governed agentic systems in your environment — with evaluation, accelerators, and managed delivery built in.
Production workflows for banking & insurance.
Governed agentic implementations for regulated industries — from KYC and compliance to underwriting and regulatory reporting.
Customer data & analytics
Unified customer context agents — CRM, core banking, and documents via MCP and knowledge graphs with explainable outputs for compliance.
KYC automation
Multi-agent KYC workflow — document verification, risk scoring, and compliance checks with full audit trails and human-in-the-loop escalation.
Compliance & regulatory reporting
Compliance monitoring and regulatory reporting agents with anomaly detection, data lineage, and audit-ready explainability.
Financial crime
AML, fraud, and sanctions screening agents with investigation workflows, SAR-ready audit trails, and human escalation.
Underwriting bench
Underwriting workbench agents for submission review, model-risk evidence, and policy graph grounding with human-in-the-loop.
Regulatory reporting
Regulatory reporting agents for solvency returns and filings — data lineage, controlled outputs, and audit-ready documentation.
Production outcomes in banking & insurance.
View all customers →- Case study
Global Bank KYC Automation
Reduced KYC review time by 60% with governed agents and full audit trails in 10 weeks.
- Case study
Retail Bank Ops Copilot
A retail bank deployed an operations copilot handling 40% of tier-1 customer enquiries — grounded in core banking context, FDEE-monitored for quality, with human escalation and full audit logging for complaints handling.
- Case study
Regional Bank Compliance Monitoring
A regional bank deployed compliance monitoring agents flagging transaction anomalies with explainable outputs — auditors approved the approach and investigation time dropped 30%.
- Case study
Tier-1 Insurer Claims Triage
A tier-1 insurer automated first-pass claims triage with governed agents — human-in-the-loop for complex cases, policy-grounded decisions, and production go-live in 11 weeks with FDEE monitoring through catastrophe surge volumes.
- Case study
Reinsurer Underwriting Assist
A reinsurer deployed an underwriting assist agent grounded in a policy knowledge graph — passed model risk review with explainable recommendations and reduced analyst research time by 50%.
- Case study
Wealth Manager Client Summary
A wealth manager deployed an adviser-facing client summary agent with explainability for compliance — synthesising CRM and portfolio data via MCP, reducing prep time 40% while keeping advisers in control.
Accelerator capabilities from context to production.
Ten structured capabilities — data, MCP, knowledge graphs, agentic transformation, industry patterns, and managed operations.
Data & Context Engineering
Build a single governed context layer across every source system in scope.
Enterprise Data Management
Agentic approach to enterprise data management — curation, quality, and scale.
Universal MCP Integration
Create, connect, and manage MCP servers and integrations from a single fabric.
Knowledge Graph & Data Qualification
Find, map, and qualify data — then interact through graph-based intelligence.
Agentic Transformation Framework
Convert complex processes into governed, production-ready multi-agent workflows.
Industry Implementation Accelerators
Industry-aligned patterns for KYC, onboarding, claims, and high-value workflows.
Re/Insurance Agentic Operations
Back-office agentic operations for re/insurance — coordinated multi-agent delivery.
Cloud & Model Engineering
Deploy and scale securely in your cloud with the right LLM/SLM mix.
Evaluation & Guardrails
Forward Deployed Eval Engineers, policy controls, and human-in-the-loop from day one.
Managed AI & Monitoring
24/7 monitoring, performance optimisation, and proactive issue resolution.
View the full accelerator catalogue
The FDE & FDEE Factory — trained engineers, ready to deploy
Bring your data. We build understanding. Your enterprise just ships.
Delivers slideware. Leaves at go-live.
Ships to production. Stays accountable.
How we deliver. Four phases to production.
Embed & discover
FDEs sit inside your business, learn the domain and pick the highest-value use case.
Unify context
Connect every source system into a single context layer through MCP and a graph.
Configure agents
Build, evaluate and tune governed multi-agent workflows on the right model mix.
Deploy & monitor
Go live securely in your cloud — then FDEEs monitor and improve it 24/7.
Agents in production, monitored 24/7.
Steps 01–04 are the build. This is the payoff: governed agents running live in your VPC, evaluated continuously — not a pilot that stalls.
The 4-Layer Intelligence Stack
Competitors skip the middle. We build every layer — because Context and Decisions are where reliable intelligence comes from.
↘ Select a layer to explore
See the full architecture →We measure ourselves on what goes live.
A factory of engineers, trained and ready to deploy.
Forward Deployed Engineers and Eval Engineers, fully trained on the agentic stack and our delivery method — ready to embed in your team in days, not quarters.
Explore the FactoryProduction results, not pilots.
View all customers →“Derisk360 made all the difference at a critical time when we had data challenges — a critical part of the success.”
“Great insight into the inner workings of the domain. Supportive, collaborative, of real value to delivery.”
“Conscientious experts in DataOps and Enterprise Data Management — a genuinely holistic perspective.”
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
- What is enterprise AI deployment?
- Enterprise AI deployment is the end-to-end process of taking AI models and agentic systems from prototype to production in a regulated, governed environment — including context engineering, evaluation, guardrails, and continuous monitoring.
- What is Derisk360?
- Derisk360 is an enterprise AI services firm specializing in AI accelerators and production implementations. We embed Forward Deployed Engineers in your business to design, build, and operate governed AI systems — with evaluation and managed delivery built in.
- Is Derisk360 a product company or a services firm?
- Derisk360 is a services firm. We run AI accelerators and deliver end-to-end implementations in your environment — not a software vendor selling licences. You engage us for production outcomes, not shelfware.
- How is Derisk360 different from AI consulting?
- Traditional AI consultancies deliver slide decks and pilots, then leave at go-live. Derisk360 embeds engineers who implement governed AI systems in production, with continuous evaluation and 24/7 monitoring. You buy results, not hours.
- What are Derisk360's AI accelerators?
- AI accelerators are structured implementation programmes that move from use-case discovery to production go-live in weeks. Each combines domain discovery, context engineering, agent configuration, evaluation, and deployment — delivered by embedded FDEs.
- What industries does Derisk360 serve?
- Derisk360 specializes in regulated industries including banking, insurance, and financial services — with production implementations for enterprises like Barclays, NatWest, and OdysseyRe.
- What is the FDE & FDEE Factory?
- The FDE & FDEE Factory is Derisk360's programme for training and deploying Forward Deployed Engineers who embed inside your business, learn your domain, and implement AI systems to production while transferring capability to your teams.
- What does an AI implementation engagement look like?
- Engagements start with embedded FDEs discovering your highest-value use case, then running an accelerator sprint: unify context, configure governed agents, evaluate against your policies, deploy in your cloud, and operate with continuous monitoring.
- How do I engage Derisk360?
- Book a discovery call at derisk360.com/book. We map your highest-value use case and scope an outcome-based accelerator or implementation engagement tailored to your industry.
- Where is Derisk360 based?
- Derisk360 serves enterprises globally, with deep experience in UK and US regulated industries including banking and insurance.