Each fact carries one Provenance score: the average of its Disclosure and Evidence scores, the same rule the page uses for the overall score. Click any score to see the math behind it.
Vendor Provenance
Who actually operates this agent.
2.1 / 10
Data element
Answer
Provenance
Source
Legal entity
4Minds AI
Publisher name on the listing; not matched to an outside company record
4MINDS is the fastest way to build custom AI systems that continuously adapt to your business. Built for enterprises that need AI they can trust in production, not just in demos.
Enterprises spend 40 to 60 percent of AI budgets on model retraining. 4MINDS eliminates that cycle through structured cognition, governed execution, and continuous adaptation.
The platform includes Structured Reasoning, a multi stage verification engine that reduces hallucinations by 60 to 75 percent. Ghost Weights™ enables reversible model adaptation without mutating the base model or causing behavioral drift. A Hierarchical Knowledge Graph scales to millions of nodes with stable latency and no retraining required. Secure by Construction MCP enforces three independent security boundaries with immutable audit trails. 4MINDS is model agnostic and works with Amazon Bedrock, Claude, Titan, Llama, and other leading foundation models.
Show the rest of the publisher’s description (2 more lines)
Customers achieve 70 to 85 percent lower model maintenance costs and reach production in 4 to 8 weeks. Full audit trails support SOC 2, HIPAA, and regulated industries.
AWS native deployment runs on ECS or EKS with S3, DynamoDB, PrivateLink, CloudWatch, and KMS. SSO and REST API access are included.
Preview
3 images
Plans and pricing
12 plans listed
Startup$2,500 Units · P1M
Startup$27,000 Units · P12M
Startup$51,000 Units · P24M
Startup$72,000 Units · P36M
Teams$5,000 Units · P1M
Teams$54,000 Units · P12M
Teams$102,000 Units · P24M
Teams$144,000 Units · P36M
Teams Plus$20,000 Units · P1M
Teams Plus$216,000 Units · P12M
Teams Plus$408,000 Units · P24M
Teams Plus$576,000 Units · P36M
Linked repositories
Unknown
Unknown means this listing does not publish a repository. It is not a statement that the code is closed.
NoneNo source has it. Shown red, because Unknown means Unknown.
1 sourceA single place has it. A listing and its certification page and policy docs on one marketplace count as one source.
2+ contestedTwo or more sources cover it but they do not agree. The disagreement is shown, never dropped.
2+ agreeingTwo or more genuinely separate sources agree: another marketplace, or an outside record.
Steps below are possible but not automated yet, so today they sit open.
SettleTop confirmedSettleTop confirms it directly.
Evidence · what kind of evidence backs it
NoneNo source discloses it.
PublicPublicly available info, such as reviews, listing age, or vendor firmographics like legal entity and headquarters.
Vendor statedThe vendor's own claim on its marketplace listing, website, or policy documents.
Self-attestedThe vendor's self-attested certification or operator program, a marketplace program rather than an independent audit.
Steps below are possible but not automated yet, so today they sit open.
Vendor providedThe vendor hands SettleTop the underlying material, such as an SBOM or a data policy.
Vendor attestedThe vendor signs an attestation to SettleTop.
SettleTop verifiedSettleTop verifies it directly.
The SettleTop steps above are possible but not automated yet, so today they sit open and a perfect 10 is out of reach. Open information like firmographics and reach has fewer steps to climb, so it sits a little higher for the same visible evidence.
Information shown here reflects the best available information at the time of assessment and may be incomplete, outdated, or subject to change. It should be independently verified before being relied upon for any decision. SettleTop is not liable for any errors, omissions, or decisions made in reliance on this information.
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