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001  /  Solutions  /  Insurance

AI for insurance, under CNSF.

Underwriting. Claims. Document processing. Customer operations. Production AI for insurers, reinsurers, and brokers across Latin America — under CNSF, SUSEP, CMF, and the compliance frameworks that actually govern your book.

Regulatory surface
MEXICO
CNSF · CONDUSEF
BRAZIL
SUSEP · CNSP
CHILE
CMF · Insurance
COLOMBIA
SFC · Insurance
REGIONAL
IAIS · Solvency II (ref.)
002 / The Problem

Insurance runs on documents. AI gets stuck on compliance.

The insurance book of business is a document problem dressed as a risk problem. Policies, endorsements, claim files, customer correspondence — each touching personal data, financial data, health data, or all three. AI can read them. The question is whether AI can read them under CNSF or SUSEP without creating a regulatory exposure the risk committee won't sign off on.

That's where most insurance AI initiatives stop. Saptiva AI is built to clear that specific bar.

01 / PRIVACY
Personal and health data, segregated.
Insurance documents often combine financial, personal, and medical information. Handling each under the right classification is not optional.
02 / EXPLAINABILITY
A reviewer can trace every decision.
Underwriting and claims decisions carry legal weight. An AI that cannot explain its reasoning is an AI that cannot be deployed.
03 / DOCUMENT FIDELITY
Not general-purpose OCR.
Insurance documents are dense, structured, and rule-bound. A 3% extraction error rate is a regulatory risk, not a rounding error.
003 / Use Cases

The workflows insurance actually runs on.

Saptiva AI is deployed today across document-heavy, compliance-sensitive workflows inside regulated insurance operations. Each is a Saptiva Studio application orchestrated through FrIdA under the carrier or broker's own compliance policy.

01

Underwriting copilots.

AI that reads the full submission — application forms, supporting documents, medical records where applicable, historical context — and produces a structured underwriting recommendation with its reasoning attached. Underwriters stay in the decision loop. The copilot removes the assembly work, not the judgment.

COMMERCIAL LINESPERSONAL LINESHUMAN IN LOOP
02

Claims triage and first-notice-of-loss.

Intake AI that reads the FNOL, classifies the claim, extracts the material facts, and routes to the right adjuster queue with context pre-assembled. Complex claims still go to humans. Routine ones move faster. The handover package is richer than a human intake desk can produce under time pressure.

FNOL INTAKEROUTING LOGICADJUSTER ASSIST
03

Policy and endorsement document processing.

Extracts, classifies, and validates the dense document flow that drives policy administration. Policy forms, endorsements, certificates of insurance, broker submissions. Outputs flow into the systems of record. Exceptions route to human reviewers with model reasoning attached.

POLICY ADMINENDORSEMENTSCERTIFICATES
04

Customer operations agents.

First-tier inquiries resolved automatically — coverage questions, policy status, certificate requests. Complex cases escalated to human agents with full context attached. Compliance, tone, and disclosure requirements enforced by policy. Every conversation logged and auditable.

VOICE & CHATDISCLOSURES ENFORCEDFULL TRANSCRIPT
05

Fraud detection assistance.

Explainable review support for claims investigators — pattern identification across claims history, anomaly detection in supporting documentation, structured reasoning for potential SIU referrals. An analyst's copilot, not a black-box score.

SIU SUPPORTEXPLAINABLEANALYST ASSIST
06

Regulatory reporting and filings.

Structured regulatory reports and CNSF/SUSEP filings prepared from policy, claims, and financial data. Signed, audit-ready, schedule-aware. The filing, not the pre-work, becomes the deliverable the compliance team reviews.

CNSF FILINGSSCHEDULED RUNSSIGNED OUTPUT
004 / Not Banking

Insurance is not a banking page with different logos.

We publish a dedicated insurance solution because the regulatory framework, document types, workflows, and buying organization are genuinely different from banking. Applying a banking template to an insurance deployment is how projects fail compliance review.

Banking surface

  • CNBV · CONDUSEF · Banxico
  • Credit, KYC, AML, transactions
  • Chief Risk Officer owns the compliance envelope
  • Core banking systems as primary integrations
  • Highest-volume workflows are customer-facing and high-frequency

Insurance surface

  • CNSF · CONDUSEF
  • Underwriting, claims, policy admin, broker operations
  • Chief Actuary and Chief Claims Officer share the envelope
  • Policy admin + claims systems as primary integrations
  • Highest-stakes workflows are document-heavy and decision-dense
005 / Customer

ACMES. Insurance broker, Mexico.

INSURANCE · MEXICO · IN PRODUCTION

ACMES

Document processing and customer operations AI, running in production under the insurer's own compliance policy.

ACMES operates high-volume, compliance-sensitive document and customer-operations workflows across complex commercial lines. Before Saptiva AI, the same pattern most regulated insurers know: the technology could do the work, but data residency and auditability constraints made hyperscaler deployments impossible to approve.

Saptiva AI landed on day one with a Forward Deployed Engineer. Inside fourteen days, two Studio applications — document processing and customer operations — were running in production, orchestrated through FrIdA under a policy co-authored with ACMES compliance.

Volumes, metrics, and end-client identities are ACMES's to disclose. What we can say is what the page already does: the deployment is live, the applications are in production, and the compliance record is defensible by design.

Read the deployment →
006 / Get In Touch

Your book of business, under AI.

If you run underwriting, claims, or broker operations at a LatAm carrier or broker — and you've hit the same compliance wall that every previous AI initiative hit — a Forward Deployed Engineer will respond within 48 hours.

Request a demo