Build the
Autonomous Bank
with Agentic AI
Deploy AI agents that execute banking workflows — from onboarding to underwriting, compliance to customer engagement — autonomously, at scale, and within your regulatory perimeter.
Agents that execute — not assist
End-to-end workflow execution without human handoffs at every step.
Self-improving via KARMIC loop
Every run improves accuracy, speed, and routing — automatically.
Designed for regulated environments
Built around RBI, FCA, GDPR, and FinCEN from the ground up.
“Nagent turned our agentic CFO from concept into execution. Our loan processing time dropped from 5 days to under 4 minutes. The compliance logs are audit-ready on day one — no manual prep required.”
Anshuman Yadav
Co-founder & CEO
StratiqAI · Fintech · AI-native platform
From AI Assistants to Autonomous Banking Systems
Copilots assist. Agents execute. The difference is who does the work.
Before — AI Copilots
After — Autonomous Agents
Not copilots. Not assistants. Autonomous systems executing banking workflows.
Agentic AI Across Banking Functions
🏧 Retail Banking
Consumer-facing banking for individuals and households.
Key challenges
Agent use cases
Solutions Across
Banking Departments
Every department has agents. Every agent has a defined input, execution, and outcome.
Marketing & Growth
3 agent solutions
Campaign Automation Agent
Input
Brief + audience segment
Agent Output
Multi-channel campaign plan, copy, and schedule
Personalisation Agent
Input
Customer profile + behaviour
Agent Output
Tailored product offer and messaging in real time
Performance Optimisation
Input
Campaign analytics data
Agent Output
Reallocation recommendations + A/B test hypotheses
Sales
3 agent solutions
Lead Qualification Agent
Input
Prospect profile + CRM data + intent signals
Agent Output
Scored lead with recommended next action and pitch angle
Cross-sell Opportunity Agent
Input
Customer portfolio + transaction patterns
Agent Output
Product recommendations ranked by likelihood to convert
Proposal Generation Agent
Input
Client brief + product catalogue + pricing rules
Agent Output
Tailored proposal document ready for relationship manager review
Credit & Risk Ops
3 agent solutions
Loan Underwriting Agent
Input
Application + financials + bureau data
Agent Output
Structured credit decision with risk score and rationale
Risk Scoring Agent
Input
Transaction history + behavioural signals
Agent Output
Dynamic risk score update with flags
Document Analysis Agent
Input
Bank statements, P&L, tax docs
Agent Output
Structured financial summary + anomaly flags
Branch Banking
3 agent solutions
Customer Servicing Agent
Input
Customer query + account context
Agent Output
Resolution or escalation with full context handoff
Teller Support Agent
Input
Transaction request + customer profile
Agent Output
Guided next steps + compliance checks
Queue Optimisation Agent
Input
Footfall data + service capacity
Agent Output
Staff allocation recommendations + wait-time forecast
Operations
3 agent solutions
Workflow Automation Agent
Input
Process trigger + business rules
Agent Output
End-to-end task execution with exception routing
Reconciliation Agent
Input
Transaction logs + core banking data
Agent Output
Matched records + discrepancy report with action items
Exception Handling Agent
Input
Failed process + context
Agent Output
Root cause classification + resolution action
Talent
3 agent solutions
Resume Screening Agent
Input
Job description + applicant CVs
Agent Output
Ranked shortlist with competency scores and hiring recommendation
Onboarding Agent
Input
New hire profile + role requirements
Agent Output
Personalised onboarding plan, policy docs, and task checklist
L&D Matching Agent
Input
Employee skills profile + learning catalogue
Agent Output
Personalised development path with course recommendations and milestones
Content Creation
3 agent solutions
Product Communication Agent
Input
New product brief + target segment
Agent Output
Brochures, emailers, and in-app notifications tailored per segment
Financial Education Agent
Input
Topic + customer literacy profile
Agent Output
Plain-English explainers, FAQs, and how-to guides
Social & PR Content Agent
Input
Brand guidelines + news trigger
Agent Output
Press releases, LinkedIn posts, and campaign copy ready to publish
Compliance & Legal
3 agent solutions
KYC / AML Agent
Input
Customer identity documents + watchlists
Agent Output
Verification status + SAR trigger if required
Audit Agent
Input
Transaction logs + regulatory rules
Agent Output
Audit-ready report with highlighted deviations
Regulatory Monitoring Agent
Input
Regulator feeds + internal policies
Agent Output
Gap analysis + policy update recommendations
Explore Live Banking Agents
Real agents. Real inputs. Real outputs. Not demos — these are deployed in production environments.
KYC Verification Agent
Extracts, verifies, and matches customer identity documents against regulatory watchlists — end to end.
Takes as input
Produces
Loan Underwriting Agent
Analyses application, financials, and bureau data to produce a structured credit decision with full rationale.
Takes as input
Produces
Fraud Detection Agent
Monitors transactions in real time, identifies suspicious patterns, and triggers investigation workflows.
Takes as input
Produces
Customer Support Agent
Resolves banking queries, handles account requests, and escalates with full context — available 24/7.
Takes as input
Produces
Marketing Campaign Agent
Designs and executes personalised banking product campaigns based on customer segment and lifecycle stage.
Takes as input
Produces
Trade Compliance Agent
Screens cross-border transactions against sanctions lists, export controls, and jurisdiction-specific rules.
Takes as input
Produces
Banking AI Resources
Research, insights, and guides on deploying agentic AI in banking and financial services.
Works with Your Existing Stack
Nagent connects to the systems your bank already runs — no rip-and-replace.
CRM & Sales
Data & Analytics
Compliance & Risk
+ 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.
Discovery & Mapping
Week 1–2Workshop to identify highest-ROI workflows, map data sources, and define compliance requirements.
Agent Design
Week 2–4Helix designs multi-agent architectures for each workflow. Integration setup and sandbox configuration.
Pilot Deployment
Week 4–6Agents run on live data in a staging environment with human-in-the-loop review and KARMIC baseline.
Production Rollout
Week 6–8Full deployment within your cloud or on-premise environment. Monitoring, audit trails, and KARMIC active.
Discovery & Mapping
Week 1–2Workshop to identify highest-ROI workflows, map data sources, and define compliance requirements.
Agent Design
Week 2–4Helix designs multi-agent architectures for each workflow. Integration setup and sandbox configuration.
Pilot Deployment
Week 4–6Agents run on live data in a staging environment with human-in-the-loop review and KARMIC baseline.
Production Rollout
Week 6–8Full deployment within your cloud or on-premise environment. Monitoring, audit trails, and KARMIC active.
Your Internal AI
Innovation Engine
The Agentic AI Lab gives your bank a dedicated sandbox to prototype, evaluate, and deploy AI agents — with the guardrails that regulated environments require. Not a generic AI tool. Your bank's own agentic innovation layer.
The Agentic Banking Stack
Connect Systems
Core banking, CRM, data warehouse, and third-party APIs connected via native connectors and secure webhooks.
Deploy Helix
The agent orchestration intelligence layer — translates banking workflows into structured multi-agent systems.
Configure Agents
Analyst, Strategist, and Executor agents configured with banking-specific rules, prompts, and tool access.
Execute Workflows
Agents run autonomously — processing inputs, making decisions, and completing tasks without manual intervention.
KARMIC Feedback Loop
Every execution is scored, prompts are refined, and routing is improved — agents compound in performance automatically.
Built for Regulatory Environments
Every deployment is architected around your jurisdiction's requirements — not added as an afterthought.
Requirement
🇮🇳
India
RBI · SEBI · DPDP
🇺🇸
USA
OCC · FinCEN · SEC
🇪🇺
Europe
GDPR · PSD2 · EBA
🇬🇧
UK
FCA · PRA · ICO
Customer Due Diligence (KYC)
AML Transaction Monitoring
Data Residency & Privacy
Model Risk Management
Consumer Duty / Suitability
Audit Trail & Explainability
Open Banking / API Security
Free Assessment
5 minutes
Is your banking 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
0%
Reduction in manual operations
KYC, reconciliation, reporting
< 4 min
Average loan pre-qualification
Down from 3–5 days manual review
0%
Compliance accuracy
Regulatory monitoring agents
24/7
Customer service coverage
Zero queue, zero hold time
Download the Banking AI Playbook
Agentic AI in Banking: From Automation to Autonomous Systems — a practical guide for banking leaders on deploying agent systems in regulated environments.
Get the Playbook — Free
35 pages · PDF download · No spam
Enterprise-Grade Security
Built for the security requirements of systemically important financial institutions.
End-to-end Encryption
AES-256 at rest. TLS 1.3 in transit. Keys managed within your perimeter.
Role-Based Access Control
Granular permissions per agent, workflow, and data source. Integrated with your IAM.
Full Audit Trails
Every agent action logged with timestamp, input, output, and decision trace.
On-prem & Private Cloud
Deploy within your AWS, GCP, or Azure environment. Customer data never crosses your boundary.
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.
Questions about Agentic AI for Banking
Build Your Autonomous Banking System
Start with one workflow. Deploy across the bank. Every agent improves with every execution.