Banking and financial services
Banks answer for everything.
Agents can now triage alerts, read KYC files and change limits. elan1 lets them work at bank volume, with a named person on every action that moves money or touches a customer.
How can AI agents be used in banking?
AI agents in banks and NBFCs triage AML and fraud alerts, check KYC documents, keep CRM records consented and prepare credit-limit and payment changes. elan1 Decide recommends each alert disposition for an analyst to close, and elan1 Govern holds money-moving changes above your threshold for a named approver, with a record mapped to RBI expectations.
Three realities
Volume is rising. Tolerance is not.
Alerts outrun analysts.
AML, fraud and dispute queues grow faster than teams can hire, and every closed alert still needs a reason on file.
Regulators want the trail.
RBI's draft model-risk guidance asks for human oversight, kill switches and traceability. Only 18% of Indian regulated entities keep AI audit logs.
Source: RBI FREE-AI committee report, Aug 2025 · RBI draft model-risk guidance, 24 Jun 2026
Core systems trust credentials.
Core banking and loan platforms trust whoever holds the key. An agent should never hold it.
Use cases
Where agents earn their place first.
Start with a queue that has a clear owner and a clear rule.
Risk and compliance
- elan1 Decide
- elan1 Govern
AML alert triage
Alerts scored and routed by calibrated confidence. elan1 Decide recommends; an analyst closes every disposition.
- elan1 Decide
KYC document checks
Documents checked against your policy, with Aadhaar, PAN and account numbers masked before any model reads them.
- elan1 Govern
Collections conduct
Each outreach is checked for hours, frequency and language before it goes. A breach is refused, not reported later.
Finance and accounting
- elan1 Govern
Credit-limit and payment changes
Changes above your threshold wait for a named approver. Bank-detail changes are refused by default.
Customer and claims operations
- elan1 Work
Relationship CRM hygiene
Pipeline, consent and discount-authority changes are checked before they land.
IT operations
- elan1 Run
Private staff assistant
An AI assistant for branch and head-office teams, hosted in India, with budgets by team.
Platforms at work
4 platforms, one governed path.
elan1 Decide
Decision intelligence
Alerts, documents and disputes, routed by confidence.
elan1 Govern
Agent governance and assurance
Allow, ask a person, or refuse, before the core changes.
elan1 Run
Sovereign agent infrastructure
Your AI stack in India, on contracts that outlive any component.
elan1 Work
Agentic enterprise automation for ERP and CRM
CRM changes that stay consented and within authority.
Applications
Your systems of record
- Finacle
- Temenos
- Loan management
- CRM
View as listHide list
- Applications: elan1 Work (applies here), elan1 Decide (applies here), and commerce1, a connected platform at commerce1.ai.
- Governance: elan1 Govern (applies here) allows, asks a person, or refuses every action.
- Runtime: elan1 Run (applies here), the runtime underneath.
- Your systems of record: Finacle, Temenos, Loan management, CRM. Every change reaches them only through elan1 Govern.
Regulations we map to
Mapped to the rules you report against.
Mappings are drafts for your counsel and auditors. They are not certification, legal advice or regulator approval.
RBI FREE-AI framework (2025)
Human oversight, AI audit logs.
Source: Reserve Bank of India, FREE-AI committee report, August 2025
RBI draft model-risk guidance (2026)
Kill switch, human in the loop, 10-year retention.
Source: Reserve Bank of India, draft guidance, 24 June 2026
RBI KYC Master Direction and PMLA 2002
A recorded reason for each disposition.
Source: Reserve Bank of India; Prevention of Money Laundering Act 2002
RBI fair practices on recovery
Conduct checked before contact.
Source: Reserve Bank of India, fair practices code for lenders
DPDP Act 2023
Consent, purpose limits, data in India.
Source: Digital Personal Data Protection Act 2023; DPDP Rules 2025
EU AI Act
Credit scoring is high-risk; logging and human oversight.
Source: Regulation (EU) 2024/1689, Annex III
Facts
Banking in four figures.
18%
of Indian regulated entities keep AI audit logs.
Source: RBI FREE-AI committee report, Aug 2025
10 years
Proposed retention for model records.
Source: RBI draft model-risk guidance, 24 Jun 2026
3 decisions
Allow, ask a person, refuse.
Target, not a measurement.
Third-party figures are quoted from the source named under each one. Design targets describe how elan1 is specified to behave; they are not measurements.
Proof
Stories appear here when they are live.
We publish a customer story only when the work is in production and the customer has signed it off. No invented names, logos or results. Until then, this space is an invitation.
Become a design partner
Bring one real banking process. Shape what comes next. We configure it with your team, you keep every approval, and the record is there from the first run.
Insights
Related insight
Plain answers on AI that acts, for banking and financial services teams.
FAQs
AI agents in banking: common questions
Which RBI rules does elan1 map to for banks and NBFCs?
elan1 maps banking and NBFC work to the RBI FREE-AI framework (2025), RBI's draft model-risk guidance (2026), the KYC Master Direction and PMLA 2002, RBI fair practices on recovery, the DPDP Act 2023 and the EU AI Act for credit scoring. The mappings are drafts for your counsel and auditors, not certification, legal advice or regulator approval.
Does bank customer data stay in India?
Yes. Customer data is hosted in AWS Mumbai across 3 availability zones, with no US region. In KYC checks, Aadhaar, PAN and account numbers are masked before any model reads them. elan1 Run is designed to run your AI stack in India, on infrastructure you name and contracts that outlive any component.
Can an AI agent change a credit limit or make a payment on its own?
Not above your threshold. Credit-limit and payment changes beyond the limit you set wait for a named approver in elan1 Govern, and bank-detail changes are refused by default. In AML triage, elan1 Decide recommends a disposition and an analyst closes every alert, with the reason kept on file.
What is a good first use case for AI agents in a bank or NBFC?
A queue with a clear owner and a clear rule: AML alert triage, KYC document checks or collections conduct. We set the confidence threshold with your risk owner, run the agent in shadow on past cases, and show which cases a person keeps before anything is switched on.
Does elan1 integrate with Finacle or Temenos?
elan1 is designed to pass actions to core banking, loan management and CRM systems such as Finacle and Temenos through elan1 Govern, so an agent never holds the core credentials itself. These connections are designed and not yet generally available. We confirm the order for your stack in a working session.
Bring one queue. See where the line sits.
Pick an alert, document or collections queue. We set the threshold with your risk owner and show which cases a person keeps.
Intelligence you can answer for.