Credit / risk companies, products & suppliers

Credit decisioning and risk models for lending or counterparty risk, not financial analysis or fraud. Jobs: application scoring; limit decisions; monitoring of counterparties.

What is Credit / risk?

Credit decisioning and risk models for lending or counterparty risk, not financial analysis or fraud. Jobs: application scoring; limit decisions; monitoring of counterparties.

What problems does it solve?

Credit still uses a scorecard nobody can explain to a regulator.

Typical business use cases

  • Application scoring
  • Limit decisions
  • Monitoring of counterparties

Important capabilities

  • Model governance
  • Explainability
  • Data sources

What buyers should evaluate

  • Adverse action
  • Fair lending
  • Model inventory

Risks and governance considerations

A model that is a proxy for a prohibited characteristic.

Procurement checklist

  • Fairness evidence
  • Explainability
  • Appeals

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Companies and providers

Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.

  • CredoLab

    Credolab uses alternative data for credit scoring to help banks, lenders, and fintechs approve more applicants, reduce defaults, and score 100% of applicants. CredoLab publishes Cr

  • GiniMachine

    GiniMachine provides dedicated decision making software for business predictions – from banks and lenders to telecom companies and auto dealers. GiniMachine is used for Credit / ri

  • HighRadius

    World's #1 Autonomous Finance Platform to lower DSO, optimize working capital, fast-track financial close and improve productivity. HighRadius publishes HighRadius Autonomous Recei

  • Ocrolus

    Ocrolus empowers lenders with accurate data, faster decisions and industry-specific intelligence to automate your workflows. Ocrolus publishes Ocrolus Capture and Ocrolus Analyze a

  • Provenir

    Provenir is the Decision Intelligence Platform for financial services providers. Provenir publishes Provenir AI Decisioning Platform and Provenir Decisioning as named AI products.

  • RDC.AI

    RDC.AI publishes RDC.AI Decisioning Platform as named AI products. RDC.AI is used for Credit / risk work. RDC.AI is recorded in Australia. RDC.AI is grouped with Credit / risk supp

  • Scienaptic AI

    Scienaptic AI publishes Scienaptic Integrated Decisioning Platform as named AI products. Scienaptic AI is used for Credit / risk work. Scienaptic AI is recorded in United States. S

  • Taktile

    Taktile is the Agentic Decision Platform empowering financial institutions to combine the speed of AI automation with the oversight of people, so teams can safely approve customers

  • Uplinq

    Uplinq publishes Uplinq Credit Assessment Platform as named AI products. Uplinq is used for Credit / risk work. Uplinq is recorded in Canada. Uplinq publishes product information a

  • Upstart

    Upstart publishes Upstart Credit Decision API as named AI products. Upstart is used for Credit / risk work. Upstart is recorded in United States. Upstart publishes product informat

  • Zest AI

    Accurately assess, confidently decision, and perpetually optimize your lending business with proven AI technology. Zest AI is for lenders that want to create a smarter, inclusive,

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is Credit / risk?

Credit decisioning and risk models for lending or counterparty risk, not financial analysis or fraud. Jobs: application scoring; limit decisions; monitoring of counterparties.

What should not be listed as Credit / risk?

Products whose buyer job is fraud detection, financial analysis, or FP&A. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every Credit / risk supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.