LOS + AI BRE for lenders

Loan Origination System with AI BRE

Finhashy AI connects loan origination workflow, policy rules, AI-assisted credit decisions, KYC, underwriting, sanction, disbursement, and audit control in one lending operating layer.

LOSlead to disbursement journey
BREpolicy + AI decisioning
Auditrole-based control history
The problem

Loan files get delayed when workflow and decisioning live apart.

Manual handoffs

RM, credit, verification, sanction, and OPS teams lose time tracking ownership across calls, messages, and spreadsheets.

Policy leakage

Credit policies, deviation rules, FOIR/LTV checks, and approval matrices are hard to enforce when rules sit outside the workflow.

Slow underwriting

Applications wait for KYC, bureau, bank statement review, document checks, and manual credit notes.

Missing audit trail

Operations teams need clear proof of who moved a case, what changed, and why a decision was made.

Disconnected decisioning

AI scores, business rules, fraud signals, and reviewer comments often live in different systems.

Disbursement risk

Files reach OPS without complete checklists, mandates, penny-drop status, or final maker-checker evidence.

Products

Two products, one lending stack.

Use Finhashy LOS and Finhashy AI BRE together for end-to-end lending operations, or connect the BRE to an existing LOS as a decisioning layer.

LOS

Finhashy LOS

A multi-role loan origination system for lead capture, KYC, document collection, credit review, sanction, OPS checklist, disbursement, and post-decision evidence.

BRE

Finhashy AI BRE

An AI-assisted business rule engine for eligibility, scorecards, deviations, fraud signals, offer generation, explainability, and real-time decision APIs.

Together

Connected Credit OS

Workflow events, policy gates, AI recommendations, and audit history stay connected from first customer touch to final loan action.

LOS layer

Control every lending stage from RM to OPS.

The LOS keeps applications, owners, stages, documents, decisions, checklists, and audit evidence in one controlled workflow.

01

Role-based queues

RM, CO, BPO, BCM, OPS, admin, and auditor views with clear ownership and next action visibility.

02

Configurable stages

Lead, application, KYC, verification, underwriting, sanction, agreement, mandate, and disbursement journeys.

03

Document control

Collect, classify, verify, generate, and track documents such as KFS, MITC, sanction letters, agreements, and OPS evidence.

04

Maker-checker flow

Approval controls for sanction and disbursement so critical actions have review, authority, and auditability.

05

Tenant and product setup

Support multiple products, branches, partners, roles, limits, fees, and policy parameters per lending team.

06

SLA and audit visibility

Track current owner, current stage, pending action, turnaround risk, escalations, and full application history.

Core platform

Core capabilities for digital lending operations.

01

Application intake

Capture leads, applicants, products, branches, partners, and required documents.

02

KYC and verification

Structure identity checks, document review, bureau pull, and field or back-office verification.

03

AI BRE decisioning

Run eligibility, scorecards, deviation checks, AI risk signals, and recommendation logic.

04

Credit workbench

Give credit teams a full case context for underwriting, queries, conditions, and approvals.

05

Sanction workflow

Generate offers, terms, conditions, sanction letters, KFS, and approval evidence.

06

OPS checklist

Control mandates, penny-drop, agreement checks, disbursement readiness, and final maker-checker.

07

Integrations

Connect bureau, KYC, OCR, bank statements, NACH, payments, notifications, and LMS systems.

08

Audit and security

RBAC, tenant isolation, PII masking, event history, and policy-gate evidence for every file.

AI BRE layer

Business rules plus AI for explainable credit decisions.

Policy rule engine

Configure product rules, FOIR, DTI, LTV, tenure, bureau, exposure, deviations, and approval conditions.

AI risk scoring

Use ML-assisted probability of default, fraud indicators, affordability signals, and alternate-data inputs.

Decision API

Return approve, reject, conditional approve, query, manual review, pricing, limits, reasons, and audit metadata.

Explainability

Show why a decision was recommended with reviewer-friendly reasons and regulator-ready evidence.

Underwriting copilot

Generate case summaries, missing-data prompts, policy exceptions, and reviewer notes from the full application file.

Fallback control

Keep deterministic scorecards and manual-review paths available when live AI or vendor data is unavailable.

Built for

Made for lending teams that need control, speed, and evidence.

NBFCs Banks Fintech startups Co-lending teams Credit teams Operations teams
Workflow

A connected journey from lead to disbursement.

RM Intake

Lead, product, applicant, and document capture.

KYC & Docs

Identity, document, and checklist readiness.

Bureau/Data

Bureau, bank statement, income, and fraud signals.

AI BRE

Eligibility, scorecard, deviation, and recommendation.

Credit Review

CO/BCM review, queries, conditions, and approval.

Sanction

Offer, terms, KFS, MITC, and sanction evidence.

OPS Check

Agreement, mandate, penny-drop, and maker-checker.

Disburse

Payout execution, final lock, and audit trail.

Why Finhashy AI

Built to reduce TAT without losing governance.

Reduce turnaround time

Automate routing, data checks, decision triggers, queries, and OPS readiness instead of chasing files manually.

Enforce policy consistently

Keep business rules, AI signals, deviations, and approval authority connected to each workflow movement.

Improve audit confidence

Maintain complete ownership, stage, decision, document, and maker-checker history for every application.

Launch products faster

Configure lending journeys, product parameters, rules, documents, and roles without rebuilding the operating model.

Integrate cleanly

Connect vendor systems and internal platforms through APIs while keeping one operational source of truth.

Support AI safely

Use AI recommendations with explanations, fallback scorecards, and human review paths where governance requires it.

Modernize lending with LOS + AI BRE.

Talk to us if you want faster loan processing, stronger policy control, and audit-ready digital lending operations.