Govern the AI Workers you build, buy, or deploy — with customer-controlled identity, authority, human oversight, and evidence.

Enterprise AI Journey Planner

Plan the path from AI pilots to governed AI workers.

Build one phased roadmap that connects business priorities, AI worker candidates, accountable owners, governance controls, and measurable outcomes.

Use generalized or authorized planning information only. The worksheet supports readiness and review preparation; it does not approve AI workers or authorize production use.

Planning Alignment

Bring business and control decisions into one roadmap.

The core journey stays simple. Open the supporting detail when you need to align participants, priorities, and success measures.

Who should contribute?Executive, technical, transformation, product, security, trust, and operations perspectives.
Executives and sponsorsClarify AI vision, decision rights, investment priorities, risk posture, and measurable outcomes before scaling beyond pilots.
Technical and governance teamsMap candidate AI workers to systems, data classes, human review paths, evidence needs, lifecycle states, and implementation dependencies.
Transformation and product teamsPrioritize use cases by value, feasibility, control burden, reusability, and owner readiness.
Security, trust, and operations teamsPrepare provider-neutral governance planning, public-safe trust language, and review gates without implying formal acceptance or operational clearance.
What should the plan align?Business outcomes, ownership, use cases, system boundaries, governance inputs, and measurable signals.
Executive priorities

Align AI investment to business outcomes, reduce pilot sprawl, assign accountable owners, approve planning phases, and define the measurable outcomes that make expansion worth reviewing.

Executive success signals

Priority use cases identified, owners assigned, roadmap phases selected, high-risk use cases routed for review, and measurable outcomes defined per AI worker or workflow.

Technical priorities

Inventory candidate AI workers, map systems and data boundaries, identify Passport and Registry inputs, define Toll Gates, and preserve observability, rollback, pause, escalation, and lifecycle controls.

Technical success signals

Passport-ready candidates, Registry planning records, Toll Gates identified, evidence requirements defined, lifecycle states assigned, and technical blockers logged.

Journey Phases

A phased path from pilots to governed AI workers.

Use the journey phases as a planning sequence: establish the foundation, add accountable AI support, prepare bounded automation, connect governed operating records, and expand only where evidence supports measured autonomy.

1

Foundation

Define AI vision, owner model, use-case inventory, governance baseline, maturity dimensions, and practical roadmap assumptions.

2

Augmentation

Use human-reviewed AI support for drafting, summarizing, routing, analysis, and preparation while keeping decisions accountable.

3

Automation

Prepare bounded workflow automation with defined review, evidence, escalation, data boundaries, and failure handling.

4

Governed Agentic Execution

Connect AI workers to Passport, Registry, Toll Gate, evidence, review, and lifecycle controls before broader operating use.

5

Measured Autonomy

Expand only where outcomes, evidence, monitoring, lifecycle review, and owner-reviewed governance support continued use.

Maturity And Use Case Review

Assess readiness before expanding authority.

Maturity dimensionsAI vision, use-case inventory, ownership, data and system boundaries, human review, evidence, security readiness, lifecycle management, outcome measurement, and governance operating model.
Prioritization criteriaBusiness value, customer impact, risk tier, data sensitivity, system access, human review complexity, evidence availability, feasibility, reuse potential, and outcome clarity.

Roadmap-To-Governance Mapping

Connect the roadmap to governed operating records.

Use this reference when the roadmap is ready for deeper governance mapping.

View the roadmap-to-governance referenceEight planning needs mapped to existing Scaled Agents concepts and customer-safe interpretations.
Planning NeedScaled Agents ConceptCustomer-Safe Interpretation
AI vision and operating modelAI Organization BlueprintDraft planning structure for business goals, AI worker roles, workflows, approvals, and implementation priorities.
Early governance questionsReadiness Advisor / Human AdvisorNon-confidential guidance or routed human review for organization-specific planning.
Public-safe sample explorationGuided ProofGeneralized advisory output and sample Passport preview without sensitive customer data.
AI worker identity and scopePassportGovernance record for purpose, owner, allowed scope, risk tier, evidence, and review status.
Portfolio visibilityRegistryInventory and lifecycle view for candidate, draft, reviewed, active, restricted, suspended, retired, or revoked AI workers.
Controlled transitionsToll Gates and StampsReview checkpoints and evidence-backed milestones before higher-risk movement.
Trust and security contextTrust / Security / Governance pagesFramework-informed, provider-neutral readiness language without formal attestation or formal-clearance claims.
Domain-specific journey exampleProcurement AcceleratorIllustrative path for mapping a workflow to Passport, Toll Gates, evidence, owner signals, and commercial-readiness controls.

Customer Outputs

Produce a reviewable roadmap package.

The worksheet organizes twelve planning artifacts. Open the list when you need the complete output inventory.

View all 12 planning outputsVision, maturity, priorities, roadmap, owners, governance inputs, evidence, outcomes, lifecycle, and next steps.
Enterprise AI vision brief
Maturity baseline summary
Use-case prioritization matrix
Phased AI roadmap
AI worker candidate list
Draft Registry planning view
Passport readiness notes
Toll Gate and evidence map
Human review responsibility matrix
Outcome and KPI register
Lifecycle state planning notes
Next-step governance backlog

Recommended Next Step

Start with a public-safe path, then route sensitive work through review.

Use Advisor or Guided Proof for high-level, non-confidential planning. Use Human Advisor intake when the question needs organization-specific context, owner routing, production-adjacent planning, security-sensitive detail, legal/compliance review, or customer-reviewed outputs.

Public preview boundary. The Enterprise AI Journey Planner provides readiness support, roadmap planning, governance planning, and evidence preparation. It does not provide formal assurance, regulated determinations, operational clearance, provider endorsement, security warranty, or assured business outcomes.

Public Preview - This preview does not by itself enable customer data, connectors, or production enforcement.