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Banking, Financial Services and Insurance

Banks answer for everything.

Agents can triage alerts, read claims and prepare limit changes at bank volume. elan1 keeps a named person on every action that moves money or touches a customer, with a receipt your regulator can verify.

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A credit officer reviews a loan file at her desk in a contemporary bank office, pen ready

How can banks and insurers use AI agents safely?

Agentic AI in banking and insurance is AI agents that triage AML alerts, read claims, check collections messages and prepare credit-limit changes at bank volume, while a named person approves every action that moves money or touches a customer. elan1 Decide scores and routes; elan1 Govern holds each action and leaves a receipt your regulator can verify.

The challenge

Volume went up. Accountability didn't move.

  • 01

    Queues outrun people.

    Alerts and claims arrive faster than any team can clear them with reasons.

  • 02

    Regulators want the trail.

    RBI's draft model-risk guidance asks for oversight, traceability, a stop switch and 10 years of records.

  • 03

    Core systems trust credentials.

    An agent with a service account can do anything that account can.

How elan1 helps

Bank volume. A named person below the line.

govern.elan1.ai/approvals

Approvals

3 actions

  • Raise credit limit

    Credit agent · above your threshold

    Held for credit head · +₹25 lakh

  • Release payment

    Payments agent · named approver

    Approved by R. Iyer

  • Change payee bank details

    Service agent · rule 4.2

    Refused · rule 4.2
elan1 Govern approvals: a credit-limit increase of ₹25 lakh held for the credit head; a payment release approved by R. Iyer; a payee bank detail change refused under rule 4.2. Illustrative data.

Insurance

Claims wait for nobody.

Routine claims move as fast as the email that started them. Hard ones reach a handler with the evidence attached. Every change to a claim is checked and recorded.

A claims officer reviews a claim form and printed photographs on a crimson folder at a desk in a light office with a terrazzo floor
    • Decide

    First notice of loss triage

    One call reads the claim email and returns line of business, severity, injury and urgency, each with a confidence score.

    • Decide

    Fraud-signal flags

    Signals go to a specialist. They never deny a claim on their own.

    • Decide
    • Govern

    Queue assignment

    Claims are routed to the right desk. Any change in the claims system passes through elan1 Govern first.

    • Govern

    Settlement thresholds

    Payments above your limit wait for a named approver. Anything outside the rulebook is refused.

    • Govern

    Evidence for AI-liability cover

    An exportable record of every approval and refusal for your underwriter or auditor.

    • Run

    Document Q&A

    Handlers query policy wordings and claim files, seeing only what their role allows. Hosted in India.

The platform

Categories here.

Answerable AI · Agentic Enterprise · Enterprise Intelligence. Not used here: Agentic Commerce.

Regulation

Rules we map to.

RBI FREE-AI framework, Aug 2025
Mapped to: Govern receiptsRBI, clause by clause
RBI draft model risk guidance, Jun 2026
Mapped to: Govern stop switch, named approvers, receiptsRBI, clause by clause
RBI fair practices on recovery
Mapped to: Resolve with the collect1 pack
SEBI AI and ML reporting for intermediaries
Mapped to: Govern, PulseSEBI, clause by clause
IRDAI Protection of Policyholders' Interests Regulations 2024
Mapped to: Decide routing, Pulse turnaroundIRDAI, clause by clause
DPDP Act 2023
Mapped to: Run, Govern purpose rulesDPDP Act, clause by clause
EU AI Act (credit scoring, insurance pricing)
Mapped to: GovernEU AI Act, clause by clause

Mappings are drafts for your counsel and auditors. They are not certification, legal advice or regulator approval.

Proof

Proof

  • 18%

    of Indian regulated entities keep AI audit logs.

    RBI FREE-AI · Aug 2025

  • 10 years

    proposed record retention.

    RBI draft model risk guidance · Jun 2026

  • 3

    outcomes per action: allow, ask a person, refuse.

    GOV-01

A claims assessor crouches beside a car with a tablet, checking a dented panel

elan1 Research

Regulation

Model risk, in writing: what RBI's draft guidance asks of an agent.

Read free · no form

FAQ

Questions about elan1 for Banking and Insurance.

No. Hard cases go to a named person; elan1 Govern records who decided and why.

Yes. elan1 Govern sits between the agent and your core system.

Where you say: in the cloud in India, your data centre or an elan1 Run appliance.

RBI's draft model-risk guidance of June 2026 asks for oversight, traceability, a stop switch and 10 years of records. elan1 maps it with the elan1 Govern stop switch, named approvers and a receipt for every action an agent takes. The mapping is a draft for your counsel and auditors, not certification, legal advice or regulator approval.

Start with one process.

Pick the process that costs you most in review time. We configure it; you name the approver.

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  • Allowed · Approved by Asha R.
  • Held for CFO
  • Refused · rule 4.2
Illustrative data.

Start with one process.

Add the next when it holds.

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Approvals · Kolam ComponentsIllustrative
  • Allowed · Approved by Asha R.
  • Held for CFO
  • Refused · rule 4.2
RCPT-0042 · signed · chained
A product view with three decisions: allowed and approved by Asha R., held for the CFO, and refused under rule 4.2. Illustrative data.