BFSI · Built · Trained · Governed
AI for Indian Banking, Financial Services & Insurance
AI Guru builds, trains, and governs AI for Indian banks, insurers, NBFCs, capital markets, and fintechs — aligned to RBI, IRDAI, SEBI, and the DPDP Act. A leading Indian private bank built a board-approved AI risk framework with us in 6 weeks.
Customer service in Hindi and regional languages, credit and fraud analytics, AML and KYC automation, employee copilots, and board-level governance — anchored in real bank deployments.
What we mean by AI for BFSI
AI for BFSI is the deployment of AI — chat-based assistants, document intelligence, predictive analytics, fraud detection, and multilingual voice — across the workflows of banks, insurers, NBFCs, asset managers, and fintechs.
It is not generic enterprise AI applied to a bank. BFSI AI works close to regulated data, integrates with core banking, lending, and insurance platforms, respects RBI / IRDAI / SEBI guidelines and the DPDP Act, and is measured against operational KPIs — cost-to-income, NPS, fraud detection rate, AML alert quality, time-to-decision — not generic productivity metrics.
Capabilities
Six capability areas we deliver to Indian BFSI today.
Customer Service & Conversational Banking
Multilingual chatbots (Hindi + regional), voice bots, call summarisation, email automation, and IVR replacement for Indian banks and insurers.
Credit & Lending AI
Credit scoring, alternative data underwriting, document analysis, borrower profiling — with explainability and Fair Lending controls.
Fraud, Risk & AML
Real-time transaction monitoring, anomaly detection, mule-account detection, claims fraud, and AML alert triage with reduced false positives.
Compliance & Regulatory
KYC review automation, regulatory reporting, audit search, regulatory circular summarisation — aligned to RBI, IRDAI, SEBI, and DPDP requirements.
Employee Productivity Copilots
Relationship manager copilots, branch staff assist, analyst research copilots, and underwriter assist tools that keep humans in control.
AI Governance for BFSI
Board-level AI risk frameworks, model risk management, audit-ready evidence, and RBI-aligned governance — calibrated for Indian financial services.
Reference Deployment
Bank AI Risk Framework — Built in 6 Weeks
A leading Indian private bank engaged AI Guru to build a board- approved AI risk framework. Within 6 weeks: framework approved, 15 existing AI models audited and documented, bias testing implemented for all customer-facing systems. The bank passed a subsequent RBI technology audit with zero findings.
Segments we serve
BFSI is sector-specific. Each engagement is scoped to the customer's sub-segment, regulatory context, and operational priorities.
| Segment | Example focus areas |
|---|---|
| Public Sector Banks | Lending, fraud, customer service, branch operations |
| Private Sector Banks | Wealth advisory copilots, conversational banking, AI governance |
| NBFCs | Credit scoring, collections, document AI, compliance |
| Life Insurance | Underwriting, claims processing, policy servicing, agent copilots |
| General Insurance | Claims fraud, FNOL automation, policy administration, motor AI |
| Asset Management | Portfolio insights, customer research, advisor copilots, ops automation |
| Fintech & Payments | Anti-mule detection, KYC, conversational onboarding, fraud analytics |
| Capital Markets | Research assistants, surveillance, regulatory reporting, SEBI alignment |
How we work with Indian BFSI
Three connected practices. Most engagements start in one and extend into the others as the AI portfolio matures.
Build
Production deployments
Custom AI builds — fraud, credit, conversational banking, claims — deployed inside customer environments with appropriate data residency.
See all 20 products →Train
AI for BFSI training
2–3 day program covering AI in lending, fraud, RBI compliance, AML, KYC, and multilingual conversational banking. For bank, insurance, and NBFC teams.
See the program →Govern
BFSI AI governance
RBI-aligned AI risk frameworks, model risk management, board reporting, audit evidence, and SOC 2 evidence via AssuranceOps.
Governance →Frequently Asked Questions
Which BFSI segments does AI Guru work with?+
Banks (public and private), NBFCs, insurance companies (life and general), capital markets and asset managers, fintech, and payments. Programs are tailored to the specific sub-segment's regulatory and operational context.
Which Indian regulators do you align to?+
RBI (banks, NBFCs, payment systems), IRDAI (insurance), SEBI (capital markets, AMCs), and the DPDP Act 2023 for data protection. We map AI deployments and governance frameworks to each.
Do you support Hindi and regional language AI for customer service?+
Yes. Vaja.ai — one of AI Guru's products — handles 100+ languages with sub-500ms latency. We've deployed multilingual conversational AI for Indian banking customer service.
Can AI Guru help with RBI technology audits?+
Yes. A leading Indian private bank built a board-approved AI risk framework with AI Guru in 6 weeks, audited 15 existing AI models, and passed a subsequent RBI technology audit with zero findings. See the BFSI case study.
What is the typical engagement shape?+
Most BFSI engagements start with a 30-minute discovery call, followed by a phased proposal within a week. Typical first phase: AI literacy + governance training for leadership, then a focused production deployment (customer service, fraud, or compliance) over 60–120 days.
Do you offer dedicated BFSI training?+
Yes. AI for BFSI is a dedicated 2–3 day program covering AI in lending, fraud detection, RBI compliance, AML, KYC, and conversational banking. See the program page.
Talk to us about your BFSI engagement
Most engagements start with a 30-minute discovery call to scope your sub-segment, regulatory context, and priority workflows. We send a phased proposal within a week.