Financial Services
We design, build, and run AI-native workflows for insurance carriers, brokers, claims leaders, underwriting teams, and distribution executives. Every engagement is scoped, priced, and shipped end-to-end. Below is the catalogue of insurance engagements we deliver, grouped by the outcome they target.
Projects from $15k · Refundable 7 days · Kickoff within 5 days
Early access: we work with a small first cohort. Engagements are scoped, priced, and shipped end-to-end by our team — not referred to third parties.
Core systems we integrate
policy administration, claims platforms, broker portals, CRM, document management
Risk lens we govern
fair treatment, claims accuracy, underwriting bias, privacy, and auditability
KPIs we report against
loss adjustment expense, quote bind ratio, claims cycle time, and retention
Phase 1 · Weeks 1–2
Discovery
We map the workflow, the systems, the decisions, and the baseline metrics. Output: a scoped statement of work.
Phase 2 · Weeks 2–4
Design
We design the operating model: data access, retrieval, prompts, review queues, controls, and the KPI dashboard.
Phase 3 · Weeks 4–8
Build
We ship a production thin slice on real data, with versioned prompts, evaluation harness, and human review.
Phase 4 · Weeks 8+
Run
We run the workflow with you weekly, expand into adjacent work, and report against baseline.
Each engagement page below describes a scoped workflow with pricing, controls, and the KPIs we commit to. Use the filter to narrow by company size.
2 engagements
Operations & Throughput
Document Processing
extract meaning from documents at scale for insurance.
Risk & Compliance
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for insurance.
Filtering is a guideline based on typical fit, not a hard rule. We ship engagements at every company size.
Selected portfolio
A rotating selection of engagements drawn from our active portfolio in insurance and adjacent sectors. Scope and stack are accurate; client identities are withheld under engagement NDAs.
Q3 2025
Construction trades specialist · France
Marketing site for a regional roofing and facade specialist: service architecture covering roof renovation, facade work, and installation services; quote-request workflow with regional catchment routing; SEO foundation built for local intent across nearby municipalities.
Q4 2025
Multi-vertical consulting group · Europe
Internal automation tool to streamline workflows, reduce manual administrative load, and improve operational efficiency across consulting and management processes. Integrates with existing systems rather than replacing them, automating handoffs and document flows that previously moved through email.
Q3 2025
Regional real-estate marketplace · GCC region
National real-estate marketplace covering apartments, villas, and commercial property: listing management for agencies and owners, search and filter optimised for local buyer intent, SEO foundation built for long-tail property queries, lead capture per listing with routing to the listing agent.
Client identities withheld under engagement NDAs. Sector, geography, and scope are accurate. Full case studies on request.
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Start the engagement
Tell us which workflow you want to attack first, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.