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Use cases
From financial crime to underwriting data, these are the applications we advise on, evaluate and prove with the United Kingdom’s insurers, MGAs and brokers.
Fraud rarely lives in one system. It hides between them: a claimant in one estate, a repairer in another, a payment in a third. Devin works across all of them at once, retrospectively and continuously, as part of your risk control framework.
Devin builds reconciliation and anomaly-detection jobs across claims, policy administration, payments and CRM estates, then runs them back through years of historical data, surfacing patterns no single system could reveal.
Claimants, brokers, repairers, addresses and bank details linked across silos to expose organised networks: the same sort code behind twelve unconnected claims, the repairer that appears in every borderline case.
Every detection produces an organised, evidenced case pack for your SIU and regulators. Detection logic is maintained as tested, versioned code, improving with every investigation and standing as a durable risk control.
For UK insurers answering to the FCA, PRA and their own boards, audit is relentless: RACM upkeep, control testing, findings, reporting, remediation. Devin runs the full cycle, with your audit leadership directing and approving.
Devin maintains your RACM as living, versioned artefacts: control descriptions, owners, test scripts and evidence all linked and current, never a stale spreadsheet again.
Samples pulled, tests executed and exceptions logged across the estate, continuously rather than annually. Coverage the traditional three-year cycle could never reach.
Draft findings, audit reports and committee packs produced in your house style, with every statement traceable to underlying evidence. SMCR accountability built in.
Devin raises remediation actions, implements agreed fixes where they live in code and configuration, verifies closure and evidences it. The loop actually closes.
Insurers hold some of the most sensitive data in the economy across some of its oldest systems. Devin defends both sides of that equation.
Devin monitors advisories, identifies exposure across hundreds of repositories, raises tested upgrade pull requests and leaves an evidence trail your CISO and regulator can rely on. Itaú auto-fixed 70% of vulnerabilities this way.
Devin joins the incident, traces the root cause through the codebase, ships the remediation and drafts the post-incident review, with timelines and evidence aligned to your operational resilience obligations.
Failover drills, recovery test harnesses and scenario evidence for important business services, maintained as code and rehearsed on demand rather than once a year.
Dana, the data analyst agent from Cognition, interrogates quote data, premium data and market data side by side, turning portfolio questions into evidence-backed decisions on claims loss ratio.
Dana joins the datasets your teams analyse separately: quote engine output, premium ledgers, claims experience and external market movements, in one line of questioning.
Continuous monitoring surfaces the segments trending toward unprofitability while there is still time to act, with recommendations on pricing, appetite and terms that trace back to the data.
Rate reviews that took quarters happen in days: Dana quantifies the impact of proposed changes against your own book and the market, and Devin implements the agreed changes in your rating engines.
Beyond the control functions, Devin changes what an insurer can build. These are the propositions we are exploring with forward-leaning firms.
Life and health propositions built on wearable and connected-health data: Devin builds and maintains the device integrations, consent flows and data pipelines behind dynamic underwriting and wellness rewards.
Claims tracking, mid-term adjustments, renewal journeys and broker extranets designed, built and continuously evolved, each iteration shipped in days instead of release cycles.
Guidewire, Duck Creek and decades-old policy administration systems joined to the modern estate. Devin writes, tests and maintains the integrations most teams dread touching.
Mainframe and legacy policy administration estates modernised at a pace previously unthinkable: months of migration work compressed into days, with the behaviour of the old system preserved and evidenced.
Claims correspondence, medical reports and bordereaux parsed into clean, structured data feeding straight into claims and underwriting workflows.
Partner APIs, embedded distribution and telematics pipelines stood up and iterated quickly enough to win the partnership conversations that used to stall on IT capacity.
Every use case above begins with an evaluation, not a licence.