ALIS by Fusion Byte Lab
For Indian NBFCs & Banks

A smarter credit team, working alongside yours.

ALIS is a private AI system that learns from your bank's past lending files and policies. It helps your underwriters, collections and risk teams make faster decisions — and shows the reasoning behind every one.

Runs inside your own cloud
Data stays in India
RBI & DPDP compliant
Built for Indian lending — aligned with
RBI Digital Lending 2025 DPDP Act 2023 Data hosted in India SOC 2 · ISO 27001
What ALIS does

Five things it does, every day.

ALIS is not a new system to learn. It connects to the software you already use, and gives your credit team one place to ask questions, review files and catch risks early.

Daily ops assistant

Underwriters, collections and ops staff ask questions in plain English. ALIS reads the file, pulls bureau and bank data, and drafts a recommendation with clear reasoning.

For underwriters, collections, ops

Learns from your past files

It studies the thousands of lending decisions your team has already made. Admins can review what it learned, correct mistakes and approve new patterns.

For admin & risk

Connects everything you use

Ready-made links to your LOS, LMS, bureaus (CIBIL, Experian, CRIF, Equifax), Account Aggregator, KYC systems and your own databases.

For IT & data

Researches the outside world

Type a borrower's name, employer or business and ALIS pulls news, sector signals, litigation, MCA filings and local economy context — so a loan in a monsoon-linked district is read differently from one in a salaried pincode.

For credit & risk

Admin & audit

Manage policies, tune the model, and keep a complete audit trail. Every decision — and every override — is logged, timestamped and exportable for RBI inspections.

For compliance & CCO
How it works

Four simple steps. Nothing leaves your bank.

ALIS runs inside your own cloud or data centre as a single-tenant system. No data is copied outside, nothing is shared between banks, and every bank gets its own private ALIS instance — trained only on its files and its policies.

01

Connect to your existing systems

ALIS plugs into your LOS, LMS, bureaus, Account Aggregator and internal databases through secure, read-only connectors. Your core systems stay exactly as they are today — there's no migration, no rip-and-replace, and no disruption to your underwriting or collections workflow.

What it connects to

  • LOS / LMSFinnOne, TurboLOS, Newgen
  • BureausCIBIL, Experian, CRIF, Equifax
  • Account AggregatorStatements, salary
  • Identity & SSOAzure AD, Okta
Outcome: Read-only access to everything your team already sees.
02

Learn from your past files and policies

We ingest your historical loan files, sanction memos, decisions and outcomes, along with every version of your policy manual. ALIS studies how your credit committee has actually decided — what you approve, what you decline, what you exception — so it reasons the way your team reasons, not the way a generic model does.

What it learns

  • Policy logicClause by clause
  • Decision patternsApprovals, declines, exceptions
  • Cohort outcomesWhat performed, what slipped
  • Judgement callsYour senior underwriters' instincts
Outcome: A private knowledge base of your credit culture.
03

Help your team, every day

Your underwriters, collections officers and risk analysts get a working assistant from day one. They can ask questions in plain English — "Does this file fit our Tier-2 LAP policy?" — and ALIS comes back with a clear recommendation, a confidence level, and the three closest past files it reasoned from.

Who uses it

  • UnderwritersFile review · policy lookup · memo drafts
  • CollectionsPriority lists · call prep
  • Risk & CCOEarly-warning · cohort drift
  • Ops managersQueues · SLA · workloads
Outcome: 30–40% faster turnaround on standard files.
04

Prove every decision, on demand

Every answer ALIS gives is traceable. It names the policy clause it applied, lists the past files it compared against, shows the bureau and cash-flow data it relied on, and logs who reviewed or overrode it. When an RBI inspector asks "why did you approve this loan?", your team has a one-click answer.

What audit-ready means

  • Citation trailClause, cases, data
  • Override logUser, time, reason
  • RBI packsOne-click export
  • Audit ledgerImmutable, India-hosted
Outcome: Any decision, explained in one click.
Borrower research

Know the world around your borrower.

A bureau score tells you how someone has paid in the past. It doesn't tell you if their employer just laid off 2,000 people, or their sector is under stress, or their local economy is slowing.

Type a borrower's name, employer or business into ALIS and it pulls together a real-time research brief — news, sector signals, litigation, MCA filings, local economy context, and public background — all cited, all traceable.

  • Employer & company health — recent news, layoffs, funding, leadership changes.
  • Sector & industry signals — how the applicant's sector is trending locally and nationally.
  • Litigation & public records — MCA filings, court cases, regulatory actions, negative press.
  • Local economy context — district-level indicators that shape repayment risk.
  • Structured, cited summaries — never a blob of text. Every fact carries its source.
Research brief live · sourced in real time
Employer health 3 sources · BSE, ET, company filings
TCS — stable, Q4 FY26 revenue up 4.1% YoY

Headcount up 1.2% this quarter. No major layoffs in last 12 months. Attrition has normalised to 12.3%.

Sector signal NASSCOM, RBI sectoral data
Indian IT services — moderate slowdown

Discretionary spending weak in BFSI clients. Fresher hiring slower than 5-year trend. Salary growth muted at 6–8%.

Role stability BLS, internal cohort data
SDE (4+ years) — low role-level volatility

Median tenure in similar roles: 3.2 yrs. Salary in range for Bengaluru, band 5. 94% of past cohort files performed.

Public records MCA21, Kleopatra, court registries
Clean — no litigation or negative press found

No director roles. No pending cases. No PEP/sanctions match. No adverse news in last 24 months.

An example

A real file, reviewed by ALIS.

Here's what your underwriter sees when they open a loan application. The recommendation always comes with the reason behind it — so you can trust it, or override it.

alis.internal.yourbank.in / los / files / LAP-40821
PROD · v4.2
Files / Secured / LAP / LAP-40821
LAP-40821 · Rajat & Priya Deshmukh
PAN ABXPD****KPune · Tier-2 LAP · 84m · ₹ 42,50,000RM: A. Subramanian Opened 14 Apr 2026 · 09:14 IST
STAGE: UNDERWRITING SLA 0h 42m
Summary Applicant Bureau Bank statements Documents (14) Policy checks Research brief Audit trail
APPLICANTLOS · last sync 09:14
NameRajat Deshmukh
DOB · Age14 Jun 1984 · 41
EmployerInfosys Ltd · 7y 2m
Gross income (M)₹ 1,42,000
Net take-home₹ 1,08,200
Address match✓ Verified 4y
CO-APPLICANTLOS · last sync 09:14
NamePriya Deshmukh
DOB · Age22 Mar 1987 · 39
RelationshipSpouse
EmployerFreelance · contract
Gross income (M)₹ 62,000
Income mix62% contractual
BUREAUCIBIL · Experian · 18 Apr 09:17
CIBIL784
Experian772
Live accounts3
30/60/90 DPD0 / 0 / 0
Existing EMIs₹ 38,400
Enquiries (6m)2
CASH FLOW · AAHDFC SB · ref AA-8821 · 18m
Avg salary credits₹ 1,42,380
Income volatility4.2% · low
EOD avg balance₹ 2,08,500
DSCR (derived)1.42×
Bounces (12m)0
Obligations-to-income27%
POLICY CHECKS · LAP §4.2.1 TIER-2 · SALARIED + SE CO-APPPolicy v. Mar-2026
CIBIL ≥ 720Actual 784 · clears +64
DSCR ≥ 1.30×Actual 1.42× · clears +0.12
LTV ≤ 70%Actual 63.4% · collateral valued ₹67L
FOIR ≤ 55%Actual 41.8% · with proposed EMI
No 90+ DPD (36m)0 across all trade lines
!
Income stabilityCo-app 62% contractual · soft watch
PEP / sanctionsNo match · Karza + internal
Property titleClear · legal scrutiny 17 Apr
PAST-FILE MEMORY142 cases · cosine sim.
FILECITYSIM.OUTCOME
LAP-38112Nashik0.94Performing 9/9
LAP-37044Aurangabad0.91Performing 14/14
LAP-39221Pune0.89Performing 6/6
LAP-36910Kolhapur0.871× 30 DPD
LAP-38545Nagpur0.86Performing 11/11
131 of 142 performing · 9 in 1× DPD · 2 in 60+ DPD
FRAUD & IDENTITYPerfios · Karza · Hunter
Document authenticity✓ Passed (14/14)
PAN · Aadhaar link✓ NSDL verified
Employer verification✓ Direct match
Name/DOB consistency✓ 4 sources
Negative DB✓ Clean
Device / velocity✓ No anomaly
ALIS RECOMMENDATIONConfidence 87% · generated 09:41 IST
APPROVE
₹ 42,50,000 · 84m · 9.15% p.a.
Proposed EMI: ₹ 68,240 / mo

File fits LAP §4.2.1 (Tier-2, salaried + SE co-app). DSCR 1.42× clears 1.30× threshold. CIBIL 784 clears 720 minimum. 131 of 142 similar past files are performing; closest match LAP-38112 currently performing 9/9.

Soft watch: 62% of co-applicant income is contractual. Suggested condition: verify contract tenure ≥ 24 months at sanction.

AUDIT TRAILImmutable · 11 events
09:14:02File created in LOS by RM a.subramanian
09:14:58KYC verified · PAN + Aadhaar + Digilocker
09:16:40Bureau pull · CIBIL 784 · Experian 772
09:22:11AA consent granted · HDFC SB · 18 months
09:38:04Policy engine ran · §4.2.1 · 7/8 checks cleared, 1 soft watch
09:41:17ALIS recommendation generated · APPROVE · conf 87%
09:41:18"Similar past files matched: 142 · top-5 shown
Integrations

Works with the systems you already have.

No rip-and-replace. ALIS connects to your existing tools on day one.

LOS / LMS
Nucleus FinnOne

TurboLOS, Newgen and in-house systems also supported.

Bureaus
All four bureaus

CIBIL, Experian, CRIF and Equifax — direct integration.

Account Aggregator
Sahamati network

Consent-based bank statement and salary data.

KYC & identity
PAN · Aadhaar · Digilocker

Masked Aadhaar and name-DOB reconciliation across sources.

Core banking
FLEXCUBE · Finacle

Plus your internal data warehouses and lakes.

Fraud checks
Perfios · Karza · Hunter

Document, employer and negative-database checks.

Collections
Diallers & field apps

Ozonetel, Exotel and leading field-agent platforms.

Single sign-on
Azure AD · Okta

Your existing identity provider, with MFA.

Compliance & trust

Built for Indian regulation from day one.

Every action is logged. Every decision is traceable. Your data never leaves India — and never leaves your own cloud.

RBI · 2025

Digital Lending Directions

Key Fact Statements, consent flows and cooling-off periods wired into every relevant screen.

DPDP · 2023

Data protection

Consent management, purpose limitation, and customer data access and erasure workflows.

INDIA

Data stays home

Single-tenant deployment in AWS Mumbai, Azure India, or your on-premise. No data leaves the country.

AUDIT

Full audit trail

Every decision, override and policy change is logged. Export RBI-ready reports in a few clicks.

Talk to sales

See ALIS working on your own files.

We'll set up a private walkthrough for your team. Bring a few sample (redacted) past files, and we'll show you ALIS reasoning through them — in a secure sandbox.

  • 30-minute tailored walkthrough
  • We bring the sandbox, you bring the files
  • NDA and security checklist on request
  • Credit lead and engineer on the call

Tell us about your bank or NBFC

Fill in the form below. We'll get back within one working day.

If you're not sure, leave this blank. We can check later.

We reply within one working day. You can also email us at sales@fusionbytelab.tech.

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