Insurance
AI Agents for Insurance: Lloyd's Market, MGAs, and Managing Agents
Purpose-built AI agents that automate document-heavy workflows while meeting FCA Consumer Duty and SM&CR requirements. Deployed on your infrastructure.
Market Context
The state of AI in the Lloyd's market
The London insurance market is at an inflection point. Blueprint Two is driving digital transformation across the Lloyd's market, yet few insurance firms have moved agentic AI into production, despite clear potential to change how underwriting, claims, and compliance workflows operate.
The gap isn't technology. It's trust. Insurance firms operate under strict regulatory oversight from the FCA, PRA, and Lloyd's. Any AI system must demonstrate transparency, auditability, and compliance with Consumer Duty obligations. Generic AI tools built for Silicon Valley startups simply don't meet these requirements.
CompleteFlow bridges this gap: enterprise-grade AI agents that are deployed on your infrastructure, produce full audit trails, and are designed from the ground up for regulated financial services.
Use Cases
5 ways AI agents transform insurance operations
Submission Triage and Risk Extraction
The problem: Underwriters spend the majority of their time on administrative tasks, manually extracting risk data from submission documents in varied formats.
The solution: CompleteFlow agents automatically parse submission documents, extract key risk data, score submissions against your appetite, and present structured summaries to underwriters, who then focus on decisions instead of data entry.
Bordereaux Processing and Validation
The problem: Managing agents receive bordereaux in dozens of formats. Manual validation is slow, error-prone, and delays reporting.
The solution: Agents ingest bordereaux from any format, validate against policy data, flag discrepancies, and produce clean standardised outputs. Processing drops from days to hours.
Claims Document Classification and Routing
The problem: Claims teams receive thousands of documents daily. Manual classification creates bottlenecks and delays settlements.
The solution: AI agents classify incoming documents by type and urgency, extract key information, and route to the correct handler, speeding up the claims lifecycle.
Regulatory Compliance Monitoring (Consumer Duty)
The problem: FCA Consumer Duty requires firms to demonstrate fair outcomes. Manual monitoring across all customer touchpoints is impractical.
The solution: Agents continuously monitor communications, decisions, and outcomes for Consumer Duty compliance, flagging potential issues before they become regulatory problems.
Underwriting Knowledge Base and Research Assistant
The problem: Underwriting expertise is siloed in individuals. Junior staff lack access to institutional knowledge and market intelligence.
The solution: A knowledge agent that indexes your underwriting guidelines, past decisions, market reports, and regulatory updates, giving instant, cited answers to underwriting queries.
Compliance
FCA Consumer Duty and SM&CR compliance
CompleteFlow is designed to help insurance firms meet their obligations under the FCA's Consumer Duty (PS22/9) and the Senior Managers and Certification Regime (SM&CR):
- ✓ Full audit trail for every AI decision, supporting SM&CR accountability requirements
- ✓ Explainable outputs that demonstrate fair customer outcomes
- ✓ Human-in-the-loop controls for high-stakes decisions
- ✓ Bias monitoring across customer segments
- ✓ Data residency guarantees: deploy on Azure UK South or your own infrastructure
Deployment
Deployment options for insurance
Azure UK South
Most popular for Lloyd's market participants. Deploy on Microsoft Azure UK South region with full data residency guarantees.
Private Cloud
Deploy on your existing AWS, Azure, or GCP tenancy. Data never leaves your environment.
Hybrid
Platform management in our cloud, agent execution on your infrastructure. Ideal for firms starting their AI journey.
Frequently asked questions
How long does it take to deploy AI agents for insurance? +
Our Deploy engagement takes 6 weeks from kickoff to live agents. This includes strategy, agent development, infrastructure setup, and team training.
Does CompleteFlow integrate with existing insurance platforms? +
Yes. We integrate with common insurance platforms including policy administration systems, claims management tools, and document management systems via APIs and secure file transfer.
How does CompleteFlow handle sensitive policyholder data? +
All data stays on your infrastructure. We use AES-256 encryption at rest, TLS 1.3 in transit, and support your key management service. We never have access to your policyholder data.
Is CompleteFlow suitable for Lloyd's market participants? +
Yes. We've designed our platform with Lloyd's Blueprint Two requirements in mind, supporting the market's digital transformation goals while meeting regulatory requirements.
What AI models does CompleteFlow use? +
We support multiple LLM providers including OpenAI, Anthropic, and open-source models. For maximum data sovereignty, we can deploy fully open-source models on your infrastructure with no external API calls.
How do I build a business case for AI agents internally? +
Start with our Pilot engagement (£15k). In 3 weeks, we deliver a prioritised roadmap and business case document you can take to your board — including ROI projections and compliance considerations.
Ready to transform your insurance operations?
Book a 30-minute call to discuss your specific use cases and see how CompleteFlow can work for your organisation.
Book a Strategy Session