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.
Products and providers
Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.
By CredoLab
Credolab uses alternative data for credit scoring to help banks, lenders, and fintechs approve more applicants, reduce defaults, and score 100% of applicants. Ltd.). CredoScore is
By GiniMachine
GiniMachine provides dedicated decision making software for business predictions – from banks and lenders to telecom companies and auto dealers. GiniMachine is GiniMachine's softwa
By HighRadius
World's #1 Autonomous Finance Platform to lower DSO, optimize working capital, fast-track financial close and improve productivity. HighRadius Autonomous Receivables is HighRa
By Ocrolus
Automate financial document analysis with AI precision. Ocrolus empowers lenders with accurate data, faster decisions and industry-specific intelligence to automate your workflows.
By Provenir
Provenir is the Decision Intelligence Platform for financial services providers. Provenir AI Decisioning Platform is Provenir's software product, from Provenir, Inc. Published at p
By RDC.AI
RDC.AI transforms commercial and business lending with continuous AI intelligence — unifying data, predicting risk, and turning insight into action. RDC.AI Decisioning Platform is
Scienaptic Integrated Decisioning Platform is Scienaptic AI's software product, from Scienaptic AI, Inc. Published at scienaptic.ai. Directory filing: Credit / risk. Vendor legal n
By 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
By Uplinq
Uplinq Credit Assessment Platform is Uplinq's software product, from Uplinq Financial Technologies Inc. Published at uplinq.co/product. Directory filing: Credit / risk. Vendor lega
By Upstart
Upstart Credit Decision API is Upstart's software product, from Upstart Network, Inc. Published at upstart.com/lenders/credit-decision-api. Directory filing: Credit / risk. Vendor
By 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.
- CredoScore· CredoLab
- GiniMachine· GiniMachine
- Ocrolus Analyze· Ocrolus
- Provenir AI Decisioning Platform· Provenir
- RDC.AI Decisioning Platform· RDC.AI
- Scienaptic Integrated Decisioning Platform· Scienaptic AI
- Taktile Decision Platform· Taktile
- Uplinq Credit Assessment Platform· Uplinq
- Upstart Credit Decision API· Upstart
- Zest AI Underwriting· Zest AI
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.
- HighRadius Autonomous Receivables· HighRadius
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.