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Trust Center

Trust is built from scoped claims and reviewable evidence.

ProofOfFit separates product capabilities from guarantees, internal controls from certifications, and design intent from measured outcomes. This page explains the publication boundaries used for security, fairness, compliance, and product claims.

Last reviewed: August 7, 2026

Trust principles

Evidence before claims

Public product, outcome, security, fairness, and compliance statements should be limited to what current evidence supports. Unsupported metrics, certifications, testimonials, and affiliations are not part of the trust baseline.

Human responsibility

ProofOfFit can organize criteria, evidence, and AI-assisted drafts, but people remain responsible for reviewing accuracy, context, accommodations, and employment decisions.

Scoped security controls

Authentication, authorization, database policies, secret handling, and engineering checks are security control areas. Their effectiveness depends on the exact workflow, configuration, and release being evaluated.

Fairness with limitations

Structured review may support more consistent decision processes, but software cannot guarantee unbiased outcomes or legal compliance. Criteria, data, proxy effects, and human behavior all require review.

How to evaluate a ProofOfFit trust statement

A strong trust statement should be specific enough to verify. Customers, reviewers, and internal teams should be able to answer these questions before relying on it.

  1. 1What exact product feature or workflow does the statement apply to?
  2. 2What evidence verifies the control, metric, or outcome, and when was it last reviewed?
  3. 3What limitations, exclusions, jurisdictions, and customer responsibilities apply?
  4. 4Is the statement a design goal, an implemented control, an internal test result, or an independent certification?
  5. 5Who owns the claim and when does it need to be revalidated?

Current publication boundaries

  • No public guarantee that every decision or workflow has cryptographic, immutable, or tamper-proof evidence.
  • No blanket claim that ProofOfFit is compliant with EEOC, GDPR, CCPA, or every applicable hiring or privacy law.
  • No SOC 2, ISO 27001, or similar certification claim without a current attained report or certificate and approved disclosure wording.
  • No quantitative hiring, fairness, legal-risk, retention, diversity, time-savings, or cost-savings claim without a documented method and approved evidence.
  • No named customer, partner, program, or testimonial attribution without accurate relationship evidence and permission to publish it.

Detailed trust information

Security

Control areas, security limitations, reporting guidance, and certification boundaries.

Fairness

Structured-review design intent, human oversight, limitations, and responsible-use expectations.

Privacy

Published information about personal-data handling, user choices, and privacy-related terms.

Need a scoped answer?

For procurement, security review, privacy questions, or a request to substantiate a public claim, contact ProofOfFit with the exact feature, control, jurisdiction, or statement you need evaluated.

Contact ProofOfFit