Credit decisions, rebuilt around intelligence.
Lucien unifies financial data, documents, policy, risk, AI agents, human review, and workflow into one intelligent credit operating system.
Built for decisions where intelligence must remain accountable.
Financial institutions cannot operate on black-box predictions. Lucien enforces strict provenance, bounded agents, and human supremacy.
Evidence-Backed AI
Every extracted figure, ratio, and risk indicator links directly to source document coordinates.
Human-in-the-Loop
AI proposes and proves. Credit officers retain total authority to sanction, modify, or reject.
Policy-Aware Engine
Instantly executes your credit policy rules, thresholds, delegations, and deviation triggers.
API-First Integration
Designed to integrate seamlessly into existing Loan Origination Systems, ERPs, and Core Banking.
Lending data is connected. Lending intelligence isn't.
Today's credit teams waste 70% of their bandwidth manually gathering, reconciling, and cross-checking fragmented data across disconnected tools.
Today's Fragmented Reality
SLOW & DISJOINTED- ✕ Multiple portals: GST, Banking, Bureau, MCA & Field Reports in silos.
- ✕ Manual recalculations in Excel with high human error rates.
- ✕ Unchecked circular transactions and hidden entity conflicts.
- ✕ Zero post-disbursement telemetry until delinquency strikes.
The Lucien Intelligence Layer
UNIFIED & CONTINUOUS- ✓ One continuous Credit Case object linking all data and evidence.
- ✓ Automated mathematical proof & cash-flow fingerprinting.
- ✓ Instant policy evaluation and exception highlighting.
- ✓ Continuous portfolio monitoring from origination through maturity.
One case. One intelligence layer.
In Lucien, a loan is not a static folder of PDFs. It is a live Credit Case — a connected, continuously evaluated graph of facts, evidence, and policies.
Evidence Graph
Every extracted revenue figure, bank balance, and director identity connects to an immutable provenance chain.
Policy State Machine
As new data streams in, institutional rules re-evaluate in real time, exposing exact policy pass/fail conditions.
Decision Workspace
Underwriters collaborate inside an interactive environment with pre-drafted memos, conditions, and risk sensitivity.
An entire credit intelligence system — not one AI agent.
Lucien coordinates 11 specialized, bounded AI agents under the central orchestration of the Case Orchestrator.
Intake Agent
Parses applications, validates completeness, and automatically creates missing-document checklists.
Document Intelligence
Extracts tabular financials, tax returns, and legal records with precise visual bounding-box provenance.
Financial Intelligence
Normalizes audited P&Ls, balance sheets, and debt schedules into longitudinal credit ratios.
Banking Intelligence
Analyzes transaction velocity, EMI bounces, cash withdrawals, and recurring payroll commitments.
Fraud & Entity Resolution
Maps undisclosed co-directors, shell entity linkages, and cross-case PAN/GST duplicate networks.
Policy & Rules Agent
Translates credit policy guidelines into executable logic checks with clear exception pathways.
Investigation Agent
Synthesizes field verification notes, geo-tagged photos, and vendor reference calls into structured signals.
Credit Memo Agent
Drafts an exhaustive executive credit appraisal note complete with strengths, risks, and mitigants.
Case Orchestrator
Directs agent dependencies, enforces permission boundaries, and prepares verified case summaries for underwriters.
See a credit case come to life.
Experience Lucien's live intelligence workspace for MSME applicant Shree Enterprises.
Case Verification Checklist
Ask Lucien About This Case
Ingested Documents & Provenance Ledger
| DOCUMENT | SOURCE PERIOD | CONFIDENCE | EXTRACTED KEY DATA | STATUS |
|---|---|---|---|---|
| GSTR-3B Filings (12 Months) | FY 2024-25 | 99.2% | Annual Turnover: ₹1.84 Cr | VERIFIED |
| HDFC Bank Current Account | Apr 2024 - Mar 2025 | 98.8% | Total Inflows: ₹1.63 Cr (12.8% Variance) | FLAGGED |
| Audited Financial Statements | FY 2023-24 & 2024-25 | 97.5% | Operating Cash Flow: ₹34.80L | VERIFIED |
Revenue Trajectory (4 Years)
Key Financial Ratios
Cash Flow Fingerprint & Anomaly Detection
Consistent minimum threshold maintained across all quarters.
Zero inward/outward technical or financial cheque bounces.
₹4.5L credit from non-operating related party on Nov 14 (Director infusion).
MSME Credit Policy v4.2 Rules
Adjust Tolerance Threshold
Simulate how updating institutional policy tolerance impacts case eligibility in real time.
* Drag slider above 13% to see instant automated eligibility clearance.
Decision Sensitivity & Factor Breakdown
Lucien isolates the primary mathematical drivers impacting the underwriter recommendation.
1. Executive Summary
Applicant Shree Enterprises exhibits steady 14.8% YoY revenue expansion with robust operational cash margins. Debt service ability is adequate at 1.68x DSCR.
2. Key Risk Drivers
• 12.8% turnover variance between GSTR-3B and annualized bank credits.
• Customer concentration: Top 2 debtors account for 34% of receivables.
3. Sanction Conditions Precedent
- Obtain CA-certified reconciliation for Q4 GST turnover variance.
- Submit unencumbered banking statement for current ongoing month.
- Senior Credit Committee sign-off under Delegation Matrix Level 2.
More than automation. A new operating layer for credit.
Six fundamental reasons top lenders build on Lucien.
1. Evidence Graph
No hallucinations. Every calculation traces back to document bounding boxes and bank ledger lines.
2. Policy Intelligence
Lender-specific rules become machine-executable decision logic with automated exception delegation.
3. Bounded Agent Control
Agents have strictly governed scopes: agents can calculate and analyze, but cannot disburse or sanction funds.
4. Human Decisioning
Lucien supercharges underwriters with structured intelligence without removing legal accountability.
5. Continuous Monitoring
Intelligence does not die at disbursement. Post-loan cash-flow telemetry tracks borrower health.
6. Outcome Learning
Longitudinal repayment outcomes feed back to calibrate future policy thresholds and risk models.
From underwriting to continuous credit intelligence.
Lucien unifies every stage of the lending lifecycle into a seamless continuum.
Build the next generation of lending.
Bring us a real credit workflow. See how Lucien unifies applications, documents, financials, policy, and human judgment into one continuously verified operating layer.