Celbridge replaces the fragmented mix of consultants, spreadsheets, and point audits most organizations already run for AI governance — not another compliance tool stacked on top. Software alone cannot set an evidentiary bar, and advice alone cannot enforce one; Celbridge engagements pair the Trust Platform with senior methodological judgment, delivered inside your environment.
8 weeks · fixed scope
One consequential AI system taken through the full evidence chain: bounded claim, independent validation assessment, first Trust Record, and a decision-utility baseline. The pilot fee is fully credited against a first-year platform license.
3–4 weeks
A focused assessment of your AI Management System against ISO/IEC 42001 requirements, translated into a practical governance roadmap: readiness scorecard, prioritized gap register, and a target-state operating model.
Scoped per engagement
The platform deployed in your VPC or on private infrastructure, integrated with your identity provider, data systems, and governance structures — with validation programs and oversight roles designed alongside it.
Annual · added to license
Assurance operated as a standing service: drift reviews, vendor-change triage, revalidation scheduling, and monthly evidence-backed operating reviews. Recommendations never auto-apply — every change passes through a human-approved change request.
Each stage earns the next. We do not demonstrate the platform until a decision important enough to assess has been identified.
20 minutes
Name the system, the decision it influences, and the unresolved evidence question. No named decision means no proposal.
Gate: A specific system, a specific decision, and an unresolved evidence question are named. Nothing else advances.
Fixed scope
One consequential model or method taken through the full evidence chain — bounded claim, independent assessment, first Trust Record, value baseline.
Gate: The Trust Record and value baseline must stand up to your own reviewers before any license conversation begins.
Annual
The Trust Platform deployed in your VPC, priced to governed volume — models and systems under governance, not seats. The pilot fee is fully credited.
Gate: Expansion happens at your pace. The full pilot fee is credited against the first-year license.
Standing
Drift review, change triage, revalidation scheduling, and monthly evidence-backed operating reviews.
Gate: Continues only while the monthly operating review shows assurance value against the pilot baseline.
“No named decision means no proposal.”
A named AI model, computational method, NAM, platform output, or externally sourced tool that can be assessed within a bounded scope.
The system influences candidate selection, safety, dosing, patient eligibility, regulatory evidence, partnership, or program continuation.
Evidence adequacy, comparator choice, reproducibility, applicability, oversight, drift, or revalidation is uncertain or contested.
An accountable owner with a milestone, submission, partnership, or governance deadline — and a plausible funding path.
Your scoping conversation is with
Co-Founder, President & CEO · Leads Celbridge's role as an NIH Complement-ARIE performer; ran enterprise AI governance across a 180-tool health-system portfolio; published the non-compensatory evidence framework the Trust Platform operationalizes.
True assurance requires both the software platform to maintain the evidence chain and the senior methodological judgment to challenge assumptions.
Twenty minutes to identify the system, the decision it influences, and the evidence question worth answering. No platform demonstration until the decision is named.
Prefer to see the work first? Walk through an eight-week pilot, step by step