QuaerisAI for Insurance

Every reserve, claim, and submission — traceable on demand.

Governed agentic analytics for insurers. Autonomous agents answer plain-English questions across policy admin systems, claims platforms, actuarial and underwriting data, warehouses, and document repositories — returning sourced, audit-traceable answers. No SQL. Reads your data in place, with on-prem or VPC deployment available.

  • On-prem / VPC deployment
  • Audit-traceable answers
  • Bring your own model
3 wks → 4 daysRegulatory submission turnaround
70%Cost reduction
30–60%Analytics adoption increase

Insurance runs on data that no one can answer for fast enough.

Carriers sit on decades of policy, claims, and actuarial data spread across systems that were never designed to talk to each other — and regulators expect every number defended on demand.

Regulatory Submissions Consume Entire Quarters

NAIC filings, Solvency II reporting, and IFRS 17 disclosures pull actuaries and finance teams off strategic work for weeks. Reconciling figures across systems by hand turns every submission cycle into a fire drill.

Reserves and Reported Numbers Can't Be Traced

When an examiner asks how a reserve or a line item was calculated, the answer lives in spreadsheets, query logs, and the memory of a few specialists. Reconstructing lineage after the fact is slow, manual, and error-prone.

Policy, Claims, and Actuarial Data Sit in Silos

Policy admin systems, claims platforms, actuarial models, and the warehouse each hold a piece of the truth. Answering a single question often means stitching together exports from four or five disconnected sources.

Critical Detail Is Locked in Documents

Policy wordings, endorsements, and claims files carry the context that structured tables miss. That unstructured detail rarely makes it into analytics, so decisions get made without the full picture.

Analysts Are the Bottleneck for Every Question

Underwriters, claims leaders, and executives queue behind a small analytics team for answers that require SQL and system expertise. The backlog grows faster than headcount, and insight arrives too late to act on.

Governed agentic analytics across your entire book of business.

Autonomous agents answer questions in plain English across every system you already run — and show their work on every answer.

Audit-Traceable Answers, No SQL

Ask a question in plain English and agents return a sourced answer with full lineage back to the originating system. Every reserve, claim, and line item can be defended on demand, with no query language required.

  • Plain-English questions, no SQL or dashboard navigation
  • Every answer sourced and traceable to its origin system
  • Line-item lineage ready for examiners on demand

Connected Across Every Insurance System

Agents reach across policy admin systems, claims platforms, actuarial and underwriting data, warehouses, and document repositories. A single question can span all of them and return one consolidated, sourced answer.

  • Policy admin and claims platforms unified in one query layer
  • Actuarial, underwriting, and warehouse data joined automatically
  • One question spans every connected source

Documents and Structured Data Together

Agents read policy wordings, endorsements, and claims files alongside structured tables, so the unstructured context that drives decisions is part of the answer. Document insight and data analytics finally live in one place.

  • Policy documents and claims files analyzed in place
  • Unstructured context joined to structured figures
  • No manual re-keying of document detail into reports

Regulator-Ready Reporting at Speed

Agents assemble the numbers behind NAIC, Solvency II, and IFRS 17 submissions with lineage attached, turning a three-week scramble into days. Examiners and auditors get the traceability they expect without a special project.

  • Submission turnaround cut from three weeks to four days
  • Lineage attached to every reported figure
  • Built for NAIC, Solvency II, IFRS 17, state, and Lloyd's contexts
Security & Governance

Built for the controls regulated insurers run on.

Insurers cannot adopt open AI tools without governance and data-residency risk. QuaerisAI was built for exactly this environment.

Deploy on-prem or in your own VPC. QuaerisAI reads your data in place, so it never has to leave your network.

Bring your own model — OpenAI, Anthropic, Google, or Meta — and switch as the landscape evolves with no rebuild.

Every query, answer, and data access is logged and traceable, ready for NAIC, Solvency II, and IFRS 17 examination.

Answers carry lineage back to source, so reserves and submissions can be defended to regulators and auditors on demand.

Regulatory submissions used to cost my team three weeks every quarter. QuaerisAI gives us a traceable answer for every line item on demand. Our last submission took four days.
CFO, Life and Health Insurance Group
FAQ

Questions, answered.

Traditional BI gives you dashboards that a data team has to build and maintain in advance, so any new question means a new ticket and a wait. Agentic analytics deploys autonomous agents that answer plain-English questions on demand across your policy, claims, actuarial, and warehouse data — no SQL and no pre-built report required. Crucially, every answer comes back sourced and traceable to its origin system, which matters far more in insurance than a pretty chart. The result is governed self-service for underwriters, actuaries, and executives instead of a perpetual analyst backlog.

Bring governed AI analytics to your book of business.

Give every underwriter, actuary, and executive sourced, audit-traceable answers across your existing systems — deployed on-prem or in your VPC, with no SQL.