Provenance•9
Governed AI Provenance
Know how every AI-supported outcome came to be
AI outputs can influence important actions without leaving a complete account of what happened. Provenance•9 creates a governed evidence trail across the workflow—connecting inputs, approved context, policies, model activity, human interventions and final outcomes in a record that can be examined later.
A Glare•9 service
Move from an AI result to an accountable chain of events
A saved output rarely explains the whole decision. It may not show which source material was available, which policy version applied, what the model was asked to do, whether a control raised a warning or where a person reviewed and changed the result.
Provenance•9 brings those events into one structured record. It makes the history of an AI-supported outcome visible without treating a model response as the decision itself, helping teams investigate, review and evidence how their governed workflow operated at a point in time.
What Provenance•9 can record
Inputs and source identity
Records the material submitted to the workflow, its verifiable identity and the source or system from which it was received.
Approved context
Identifies the documents, data, instructions and permitted reference material made available for the task.
Policy and control versions
Connects each run to the rules, thresholds, permissions and escalation requirements that governed it at the time.
Model and system activity
Captures the relevant model, system and workflow versions alongside structured events from the AI-supported process.
Findings and decisions
Preserves control findings, warnings, failures and the deterministic rules used to approve, stop or escalate an outcome.
Human intervention
Records when a person reviewed, approved, rejected, corrected or overrode part of the workflow and the reason provided.
Outcome and evidence links
Connects the final status and output to the evidence required for later operational review, assurance or investigation.
The event model, retention period and evidence boundary are agreed for each implementation.
Designed for AI workflows where the history matters
Provenance•9 is intended for organisations that need to reconstruct and explain AI-supported activity across operational, regulated or otherwise consequential workflows.
- Governance, risk, compliance and assurance teams
- Organisations operating AI-assisted approval or review workflows
- Teams that need reliable evidence for incidents, challenges or audits
- Regulated and public-service organisations
- Businesses managing several models, policies or AI suppliers
- Product teams building human oversight into operational AI
- Organisations that need to trace outcomes back to their source material
A governance record built for review, not a log dump
Technical logs are useful, but they can be fragmented, inconsistent and difficult for governance teams to interpret. Provenance•9 organises the material events into a coherent chain, with stable identities and relationships between the evidence, controls, decisions and people involved.
- A traceable record for each governed workflow run
- Linked identities for inputs, outputs and supporting evidence
- A timeline of relevant system, control and human events
- Recorded policy, model and workflow versions
- Reasons for approvals, warnings, escalation and rejection
- A reviewable Governance Passport for the outcome
- Structured evidence that can support later investigation
Defined evidence. Clear boundaries. Proportionate records.
Provenance•9 records the events and evidence configured for a particular workflow. Its records show what the connected systems reported and how the configured governance process responded; they do not make an unrecorded event knowable or prove that every source statement was true.
Provenance•9 does not provide legal advice, accredited certification or a guarantee of regulatory compliance. Record design, access, retention and data-protection requirements remain subject to the organisation’s responsibilities and should receive specialist review where appropriate.
Make the history of your AI workflows visible with Provenance•9
Whether you are designing a new governed workflow or strengthening the evidence produced by an existing one, Provenance•9 provides a practical route from scattered events to accountable provenance.
Explore related Glare•9 services
Combine focused assessments, practical governance documentation and ongoing support as your needs develop.