Industries / Insurance
Redesign underwriting, claims and servicing around human review.
Insurers handle high volumes of documents, rules and exceptions. We embed AI where it speeds the routine and route judgment to experienced underwriters, adjusters and actuaries.
- Who we work with
- Insurers, MGAs, brokers and third-party administrators
- Where we start
- Submission intake, claims triage and policy servicing
- What changes
- Shorter turnaround with clearer, explainable decisions
Where the pressure is.
Insurance is a business of documents and decisions. Much of the work between a submission and a decision is reading, extracting and checking, which is where AI performs well.
The decision itself, and its explanation, must stay with qualified people. That is the line we design around.
- 01
Submission and document intake
Unstructured broker submissions slow quoting and lose business.
- 02
Claims leakage and slow triage
Routing and review depend on manual reading of long files.
- 03
Legacy systems and fragmented data
Policy, claims and finance data sit in separate platforms.
- 04
Explainability expectations
Regulators and customers expect decisions that can be explained.
Where AI changes the work.
Six places we typically start in Insurance. Each is a workflow, not a tool.
Submission intake and enrichment
Agents structure submissions and add missing information for underwriters.
AI & Agentic Workflows →Claims triage and summarization
Files summarized, complexity scored and routed to the right handler.
AI & Agentic Workflows →Policy servicing and correspondence
Drafted responses and routine changes with human approval.
AI & Agentic Workflows →Finance, reserving and reporting workflows
Faster, better-controlled close and regulatory reporting.
Finance Transformation →Distribution and broker analytics
Clear view of performance by channel and segment.
M&A Growth Strategy →Responsible AI framework
Governance, testing and documentation for AI in decisions.
AI Transformation →
One workflow, redesigned.
People, process, data, AI and controls are redesigned together around the outcome. Judgment stays with people.
- Data & systemsSubmissions, policies and claims data are connected.
- AI agentsAgents extract, summarize and flag gaps.
- WorkflowCases are routed by complexity and authority.
- Human decisionUnderwriters and adjusters make the decision.
- OutcomeFaster turnaround with an explainable record.
Human decision point: senior judgment is built into the workflow, not added afterwards.
Control stays where it matters.
- Explainable decisions with human sign-off on material outcomes
- Fairness and bias testing for customer-facing models
- Record-keeping for audit and regulators
- Privacy controls for policyholder information
What clients can expect.
Faster quotes and claims
Less waiting at the intake and triage stages.
Better risk selection
Underwriters spend time where judgment adds the most.
Lower operating cost
Routine handling absorbed by agents, not headcount.
Illustrative outcomes. Specific measures and targets are agreed at the start of each engagement.