Agentic AI for
Lending & NBFCs
Autonomous agents that compress loan origination from days to minutes, automate bureau-based credit decisioning, manage collections intelligently, and keep you compliant — at any volume.
Sub-4-Minute Decisions
Bureau pull, income verification, and credit scoring completed autonomously.
Intelligent Collections
Agents segment delinquent accounts and execute personalised recovery strategies.
Compliance-First Architecture
RBI Fair Practices Code and AML requirements built into every agent workflow.
From AI Assistants to Autonomous Systems
Copilots assist. Agents execute. The difference is who does the work after the AI responds.
Before — AI Copilots
After — Autonomous Agents
Agentic AI Across Lending & NBFCs
👤 Personal & Consumer Loans
Unsecured personal, education, and consumer durable loans with high origination volume and standardised underwriting.
Key challenges
Agent use cases
Solutions Across
Departments
Every department has agents. Every agent has a defined input, execution, and outcome.
Loan Origination
3 agent solutions
Application Processing Agent
Input
Loan application, documents, bureau consent
Agent Output
Complete credit file with verified data in < 4 minutes
Income Verification Agent
Input
Bank statements, GST returns, ITR documents
Agent Output
Verified net monthly income with cash flow analysis
eKYC Verification Agent
Input
Aadhaar, PAN, face match result
Agent Output
KYC compliance status with liveness check result
Credit & Underwriting
3 agent solutions
Bureau Credit Scoring Agent
Input
CIBIL / Experian / CRIF report, application data
Agent Output
Internal credit score with bureau summary and red flags
Credit Decision Agent
Input
Credit score, income, LTV, policy rules
Agent Output
Approve/reject with amount, rate, and conditions
Thin-File Scoring Agent
Input
Alternate data: telecom, utility, UPI transaction data
Agent Output
Alternate credit score with risk classification
Collections
3 agent solutions
Early Delinquency Agent
Input
DPD bucket, account profile, payment history
Agent Output
Personalised nudge sequence across SMS/WhatsApp/IVR
Settlement Negotiation Agent
Input
Outstanding balance, borrower capacity signals
Agent Output
Settlement offer within policy parameters + approval routing
Legal Action Trigger Agent
Input
NPA status, recovery attempts, collateral details
Agent Output
Recommended legal action with notice draft and timeline
Compliance & Audit
3 agent solutions
AML Monitoring Agent
Input
Transaction data, customer profile, watchlists
Agent Output
AML alert with risk classification and SAR draft
Fair Practices Checker
Input
Loan communications, call recordings, offer documents
Agent Output
FPC compliance score + flagged violations
RBI Reporting Agent
Input
Portfolio data, period end dates, regulatory templates
Agent Output
Completed SMA / NPA / Priority sector returns
Customer Servicing
3 agent solutions
EMI Reminder Agent
Input
Due date, account status, preferred channel
Agent Output
Timely personalised reminder with payment link
Loan Top-up Eligibility Agent
Input
Repayment history, current balance, eligibility rules
Agent Output
Pre-approved top-up offer with personalised CTA
Closure & NOC Agent
Input
Final payment receipt, outstanding clearance
Agent Output
NOC document and credit bureau update instruction
Portfolio Risk
3 agent solutions
Portfolio Health Monitor
Input
DPD distribution, vintage analysis, product mix
Agent Output
Weekly portfolio risk dashboard with stress indicators
Concentration Risk Agent
Input
Portfolio exposure by geography, sector, borrower
Agent Output
Concentration breach alerts + regulatory limit tracking
Provisioning Calculator
Input
Loan classification, collateral values, recovery rates
Agent Output
Expected credit loss provision estimate per accounting standard
Agents You Can Try Right Now
Real agents. Real inputs. Real outputs.
Loan Origination Agent
Pulls bureau reports, verifies income documents, runs KYC, and produces a credit-ready application file in under 4 minutes.
Takes as input
Produces
Credit Decisioning Agent
Applies your credit policy rules to the enriched application and returns an automated approve/reject with amount, rate, and conditions.
Takes as input
Produces
Collections Strategy Agent
Segments delinquent accounts by recovery probability and DPD bucket, and executes the right communication strategy per segment automatically.
Takes as input
Produces
AML Monitoring Agent
Monitors loan disbursement and repayment transactions against AML typologies and sanctions lists, generating SAR drafts for suspicious activity.
Takes as input
Produces
Regulatory Reporting Agent
Compiles SMA, NPA, and priority sector lending returns from loan management system data and validates against RBI templates before submission.
Takes as input
Produces
EMI Nudge Agent
Sends personalised EMI reminders across the right channel (SMS, WhatsApp, email, IVR) at the optimal time before due date to reduce early delinquency.
Takes as input
Produces
AI agents that produce content
for Lending & NBFCs teams
Every industry needs content. These agents handle video ads, product imagery, social media, and campaign copy — at scale, in your brand voice.
Ad-Genie
Generates, refines, and scales high-performing video ads for social platforms — Meta, TikTok, YouTube.
Virtual Photoshoot Agent
AI product photography — custom models, weather, settings, and lighting at scale. No studio needed.
Campaign Hub
Turns a campaign brief into brand-aligned copy, CTAs, social posts, and full creative output.
SocialSphere — Social Media Content Planner
Creates full social content calendars with daily post ideas, themes, formats, and captions.
HeroLens
Product hero shot generator — professional lighting, realistic scene integration, e-commerce ready.
ScrollStop — Viral Reel Creator
Transforms concepts into highly engaging, platform-optimised Shorts and Reels.
All agents deploy in days · No code required · KARMIC self-improvement built in
Browse all content agentsResearch & Insights
No industry-specific posts found yet.
Browse all blog posts →Works with Your Existing Stack
Nagent connects to the systems your bank already runs — no rip-and-replace.
Credit Bureaus
Loan Management
eKYC & DigiLocker
Payment & Recovery
+ 800 more via Composio and REST API · Browse all integrations →
From Pilot to Production in 8 Weeks
A structured delivery process built around your compliance requirements and existing infrastructure.
Credit Workflow Audit
Week 1–2Map origination, underwriting, and collections workflows. Identify STP candidates and compliance gaps.
Bureau & LMS Integration
Week 3–4Connect to credit bureaus, loan management system, and eKYC APIs. Configure credit policy rules in the decision engine.
Supervised Decisioning
Week 5–7Agents run in parallel with credit officers. Decisions are compared to validate accuracy before STP authority is granted.
STP Operations
Month 3+Qualifying applications processed straight-through. KARMIC loop improves model accuracy each quarter from repayment outcomes.
Credit Workflow Audit
Week 1–2Map origination, underwriting, and collections workflows. Identify STP candidates and compliance gaps.
Bureau & LMS Integration
Week 3–4Connect to credit bureaus, loan management system, and eKYC APIs. Configure credit policy rules in the decision engine.
Supervised Decisioning
Week 5–7Agents run in parallel with credit officers. Decisions are compared to validate accuracy before STP authority is granted.
STP Operations
Month 3+Qualifying applications processed straight-through. KARMIC loop improves model accuracy each quarter from repayment outcomes.
Free Assessment
5 minutes
Is your lending organisation ready for Agentic AI?
Take a 5-minute assessment to benchmark your AI maturity across strategy, data, talent, and infrastructure. You'll receive a personalised readiness score and a prioritised action plan — free.
Business Impact
< 4min
Loan pre-qualification time
Bureau + income + KYC automated
0%
Straight-through processing rate
For qualifying personal loan applications
0%
Reduction in early delinquency
Personalised EMI nudge automation
0%
Collections cost reduction
Intelligent segment-based strategy
“Our digital loan origination time dropped from 3 days to 18 minutes. The credit decision agent handles 80% of personal loan applications straight-through — our team focuses on exceptions and MSME cases that need judgment.”
Deepa Krishnan
Chief Credit Officer
Digital NBFC · Lending · ₹2,000Cr AUM
The Lending AI Playbook
Get the Playbook — Free
PDF download · No spam
Design your own agents — no code required
Use Agent Studio to describe your workflow in plain English. Helix, your AI system designer, will define the agent architecture, select models, configure prompts, and wire tools — ready to run immediately.
We design, build, and deploy the agents for you
The Agentic AI Lab is Nagent's hands-on delivery service. Our team works with yours to identify the highest-impact workflows, build production-ready agent systems, and deploy them inside your environment — with full knowledge transfer.
Common Questions
Ready to deploy Agentic AI in Lending & NBFCs?
Talk to our solutions team. We'll map the right agents to your workflows and operating model.