AI Evidence Plane
Discuss one workflow

Build And Release

Build AI workflows faster. Promote only what passed.

Configure, test, evaluate and approve every release before it reaches production.

Follow the release Discuss one workflow

Probabilistic agents operate inside controlled, repeatable and versioned workflows.

Approved registry objects resolve into a graphical configuration bench, a release candidate, an approval gate and a promoted version.
  • Agent binding
  • Model + prompt
  • Tools + actions
  • Policies
  • Graphical Config Bench
  • Evaluation
  • Release candidate
  • Approval gate
  • Promoted version
  • Revise and re-evaluate

CI/CD moves code. AI Evidence Plane governs the AI configuration around it.

Connect prompts, models, tools, policies, evaluations and approvals to the release that reaches production.

Graphical Config Bench

See the workflow before it runs.

Map the execution path, bind governed objects and expose configuration gaps before production.

A conceptual graphical workbench shows an object palette, workflow canvas, inspector and release-readiness indicators.
  • Agent bindings
  • Prompts
  • Models
  • Tools
  • Policies
  • Evaluations
  • Intake
  • Prepare
  • Evaluate
  • Human approval
  • Commit
  • Remediate
  • Version
  • Dependencies
  • Approval status
  • Validation state
  • Complete
  • Missing dependency
  • Approval required
  1. Object libraryAgent binding · Prompt · Model · Tool · Policy · Evaluation
  2. Workflow pathPrepare → Evaluate → Approve → Commit
  3. RemediateCompact branch from Evaluate
  4. Inspector and release readinessVersion · Validation · Approval

Less custom wiring · Earlier validation · Faster technical review

Test Before Promotion

Quality, safety and cost share one release gate.

Compare candidate configurations using evaluations, latency, token consumption and cost per successful outcome.

Three candidate configurations enter a shared evaluation process with approved, review and failed outcomes.
  • Candidate A
  • Candidate B
  • Candidate C
  • Task quality
  • Safety
  • Policy compliance
  • Latency
  • Token consumption
  • Estimated model cost
  • Approved candidate
  • Needs review
  • Failed threshold
  • Return to configuration
  1. Candidates
  2. Quality · Safety · Policy
  3. Latency · Tokens · Cost
  4. Release gate
  5. Approved candidate
  6. Needs review
  7. Failed thresholdReturn to configuration

Optimise for successful outcomes, not tokens alone.

Versioned Registry

Reuse approved objects without losing lineage.

Keep workflow dependencies discoverable, versioned and connected to every release.

Versioned registry objects resolve into one release candidate and a versioned release, with a governed prompt lifecycle.
  • Agent binding
  • Prompt v11
  • Prompt v12
  • Model
  • Tool
  • Policy v4
  • Policy v5
  • Evaluation v7
  • Approval profile
  • Release candidate
  • Versioned release
  • Draft
  • Compare
  • Evaluate
  • Approve
  • Promote
  • Rollback to previous approved prompt
  1. Registry objectsAgent binding · Prompt · Model · Tool · Policy · Evaluation
  2. Exact versions resolvedPrompt v11 → Prompt v12 → Approved
  3. Release candidate
  4. Approved version
  5. Rollback referencePrevious approved version

Version, compare, evaluate, approve and safely restore prompts.

RegistryReusable governed objects.
Prompt managementVersioned prompt change and evaluation.
Release versionThe exact configuration approved for promotion.

Release Authority

Separate who builds from who approves and promotes.

Role and object permissions reduce unauthorised change while preserving a clear path to release.

Four release lanes show author, reviewer, approver and operator boundaries with blocked shortcuts.
  • Author
  • Reviewer
  • Approver
  • Operator
  • Draft
  • Review
  • Approve
  • Promote
  • Author cannot self-promote
  • Reviewer cannot bypass approval
  • Unapproved versions cannot reach production
  1. AuthorCreates a draft.
  2. ReviewerValidates and evaluates.
  3. ApproverAccepts or rejects.
  4. OperatorPromotes or rolls back.
  5. Unapproved versions cannot reach production.

Controlled Promotion

Every promoted change carries its evidence.

The approved configuration, evaluation results and release decision remain connected to the version running in production.

A release timeline promotes version 12, holds version 13 after failed evaluation and represents rollback as a governed release decision.
  • Draft v12
  • Tested v12
  • Evaluated v12
  • Approved v12
  • Production v12
  • Draft v13
  • Failed evaluation
  • Not promoted
  • Previous approved version v11
  • Governed rollback
  • Configuration versions
  • Evaluation results
  • Approval decision
  • Promotion event
  1. Draft v12
  2. Tested v12
  3. Evaluated v12
  4. Approved v12
  5. Production v12
  6. Draft v13
  7. Failed evaluation
  8. Not promoted
  9. Previous approved version v11Governed rollback
  10. Evidence remains connectedConfiguration versions · Evaluation results · Approval decision · Promotion event · Rollback decision

Designed To Enable

  • Faster workflow configuration
  • Earlier release validation
  • Fewer configuration errors
  • Controlled token spend
  • Safer promotion and rollback

Design-Partner Pilot

Bring one AI workflow. Leave with a governed release path.

Map the workflow, evaluate one candidate and define the approval path to production.

Discuss one workflow