Data-thin borrowers
Bureau scores fail where MSMEs need credit most: no files, no history, no rating.
The problem
Bureau scores fail where MSMEs need credit most: no files, no history, no rating.
Bureaus, background-check firms and monitoring tools each cover one slice; nobody integrates.
External due diligence today is analyst-driven, expensive, and refreshed yearly at best.
Lenders and insurers typically learn of stress from defaults and headlines, not early warning.
Udyam-registered MSMEs, most with thin or no formal credit file
Estimated MSME credit gap
Financial accounts enabled for Account Aggregator sharing (Dec 2025)
Why now
ULI, Account Aggregator, OCEN, ONDC, GSTN, NeSL, DigiLocker: lawful, machine-readable business data at scale that didn't exist five years ago.
LLMs, knowledge graphs, agentic monitoring and explainable scoring make assessment of data-thin entities economically viable.
The DPDP Act 2023 penalises scraping-based models and rewards consent-architected platforms. Compliance becomes the moat.
Positioning
The solution
Assessments feed monitoring. Monitoring feeds the graph. The graph sharpens every next assessment.
Why us
Products
Who we serve
Origination scoring, portfolio monitoring, EDD on borrowers and vendors.
White-label risk desk for UCBs, DCCBs and credit societies.
Underwriting data for credit insurance, trade credit and surety bonds.
Vendor and supply-chain risk, distributor and dealer assessment.
Investment and transaction due diligence, portfolio company monitoring.
Scheme-linked assessment at scale (e.g. CGTMSE, state MSME programmes, export promotion).
Focus areas
White-label borrower assessment for UCBs, DCCBs and credit societies, an underserved segment.
Underwriting data for credit insurance, trade credit and the emerging surety bond market.
Assessment infrastructure for scheme-linked lending and MSME programmes.