TARA AI LabsFrontier AI Lab · Est. 2025

Building the
Future of
Financial Intelligence

TARA Labs is an AI research lab pioneering responsible, compliant, and human-centered models that power credit, risk and financial decisions for India's underserved borrowers.

agent_core_v2.exe
_
BreakthroughFirst public revealTARA / Mentat · LiveFoundation · 33M / 1.5B

Introducing Mentat.

Continuous risk prediction. The end of static decisioning.

TARA is an AI research lab reading the atmosphere of Indian credit — 33M loan accounts, 1.5B repayment events, one foundation model.

Mentat Default risk across every variable of a loanATMO A credit score members can moveLendPro AI Free AI-native LOS / LMS with Mentat inside

Mentat · TARA AI Labs · 2026

For lenders / Why pilot Mentat

Three numbers on your board deck. Mentat moves all three.

Early warning · 3 mo ahead
Pillar · 01GNPA ↓Portfolio credit cost

Catch defaults at the offer stage, not at DPD 60.

Mentat prices default probability at origination — per borrower, per amount — and keeps re-scoring your live book after disbursal. Risk that a static BRE discovers in your NPA report, Mentat flags months earlier, while you can still act on it.

AUC0.84
Decile lift8×
Early warning90d+
Pillar · 02

Conversion up · Ops ₹/file down

Pillar · 03

Collections effort where it counts

System Architecture

Financial Intelligence Graph

TARA INTELLIGENCE LAYERUser ACashflow StreamUser BCashflow StreamUser CCashflow StreamTARA AssistantIngestion Node🧠TARA COREENGINE V2.1Loan NegotiatorAI AGENTBureau LinkAI AGENTKYC VerifierAI AGENTHDFCSBICIBILExperianUIDAIDigiLocker
User A · Cashflow StreamUser B · Cashflow StreamUser C · Cashflow Stream
↓TARA Intelligence Layer
TARA Assistant · Ingestion Node↓🧠 TARA CORE · Engine v2.1
↓
Loan Negotiator · AI Agent
HDFCSBI
Bureau Link · AI Agent
CIBILExperian
KYC Verifier · AI Agent
UIDAIDigiLocker

Redefining Financial Well-Being Through Responsible AI.

We're re-architecting how credit and risk intelligence work — responsibly and transparently. Our mission is to build AI models that don't just measure financial health, but actively improve it.

Responsible AI

Built with fairness, interpretability, and transparency at its core to eliminate bias in financial decisions.

Credit Empowerment

Turning raw data into actionable financial improvement steps for every user.

Safety & Compliance

Designed to align with India's financial regulations (RBI), DPDP, and global privacy standards.