Human-Centred AI Transformation
Know what can advance, what needs stronger control, and what leadership should do next.
The AI Adoption and Human Control Review gives leaders an evidence-based view of current AI opportunities, governance, workflow, Human Control, adoption readiness, and the practical actions required over the next 90 days.
It is designed for organizations that have moved beyond curiosity but do not yet have a consistent way to decide which use cases should proceed, how AI-supported work should operate, or what must be established before scaling.
Fixed-fee engagements begin at CAD $6,500. Organization-level reviews are typically scoped between CAD $14,500 and $27,500.
Leadership Review
Evidence. Decisions. A practical 90-day path.
When This Review Is Useful
Use it when AI activity has outgrown informal decisions.
Multiple AI ideas or pilots exist, but leadership lacks a common decision model.
The organization has policies but unclear operational governance.
“Human in the loop” has been proposed without defining the actual control.
Business, technical, risk, privacy, and adoption teams are working from different assumptions.
A pilot has demonstrated capability but not operational viability.
Leadership needs to know what should proceed, pause, be redesigned, or stop.
Ownership, measurement, user preparation, support, or handover remain unclear.
An executive team needs an independent 90-day roadmap.
What the Review Examines
Connect opportunity quality with operating readiness.
Strategic clarity and business outcomes
Whether AI activity is tied to a defined problem, outcome, owner, and decision.
Use-case quality and prioritization
Whether proposed opportunities are valuable, feasible, workflow-relevant, governable, and ready enough to pursue.
Governance and decision rights
Who approves use cases, sets boundaries, accepts risk, owns the business outcome, and decides whether a pilot scales.
Human Control and accountability
What AI may do, what people must review or decide, how failures and exceptions are handled, and who remains accountable.
Workflow and operating-model readiness
How tasks, roles, handoffs, approvals, controls, capabilities, and support will change.
Data, risk, and control readiness
Whether required information is approved and suitable, and whether validation, monitoring, escalation, intervention, and records are workable.
Adoption and capability
Whether leaders, managers, users, reviewers, and support teams understand and can perform their responsibilities.
Measurement and operational ownership
Whether value, quality, risk, adoption, support demand, and post-pilot ownership can be measured and sustained.
Choose the Right Level of Review
From one defined workflow to an enterprise operating model.
Focused Review
Focused AI Workflow and Human Control Review
Typical duration: 7–10 business days
CAD $6,500 fixed
For one specific AI-supported workflow or decision.
- Up to three stakeholder interviews
- One Human Control assessment
- One current-to-future workflow deep dive
- AI authority and human-responsibility design
- Validation, monitoring, escalation, and intervention requirements
- Role and accountability impacts
- Concise findings and implementation conditions
AI Adoption and Human Control Review
Typical duration: approximately three weeks
CAD $14,500 fixed
The organization or business-unit assessment for several AI activities.
- Executive sponsor intake
- Up to six stakeholder interviews
- Selected document and policy review
- Review of up to three AI use cases
- One detailed workflow and Human Control assessment
- Findings-validation session
- Detailed findings report
- Prioritized 90-day roadmap
- Executive readout
Enterprise Review
Enterprise AI Adoption and Operating Model Review
Typical duration: 4–6 weeks
Starting at CAD $27,500
For multiple functions, business units, or a broader AI portfolio.
- 10–15 stakeholder interviews
- Review of up to eight use cases
- Two to three workflow deep dives
- Up to two cross-functional workshops
- Portfolio and operating-model analysis
- Enterprise governance recommendations
- Prioritized enterprise roadmap
- Executive readout
How the Engagement Works
A structured review built around leadership decisions.
Frame the leadership decision
Clarify what prompted the review, what decisions leadership needs to make, what is in scope, and what evidence is required.
Gather and test the evidence
Review selected documents, interview stakeholders, assess use cases, and examine workflows, controls, and adoption conditions.
Validate the findings
Test preliminary findings for factual accuracy, identify missing context, and distinguish evidence gaps from stakeholder disagreement.
Deliver the roadmap and decisions
Present the findings, priority risks and opportunities, Human Control implications, and a sequenced 90-day roadmap.
What the Organization Receives
Outputs that support action, not another abstract assessment.
- Executive findings summary
- Readiness and maturity profile
- Priority strengths, gaps, risks, and dependencies
- Human Control findings for selected workflows
- Governance and decision-right recommendations
- Workflow and adoption implications
- Prioritized 90-day roadmap
- Executive readout presentation
- Proceed, prepare, redesign, pause, or stop recommendations where supported by the evidence
What this review is not: a legal or regulatory opinion, privacy impact assessment, cybersecurity assessment, penetration test, technical model-validation engagement, production solution architecture, vendor implementation, guarantee of AI safety or compliance, or unlimited organization-wide implementation support. Where specialist assessment is required, the review identifies the need and works alongside the appropriate legal, privacy, security, procurement, technical, or regulatory professionals.
Frequently Asked Questions
Common questions about the review.
Do we need an existing AI strategy?
No. The review can begin with active use cases, pilots, tools, policies, workflow concerns, or leadership questions. The scope is framed around the decisions the organization needs to make.
Can you review Microsoft Copilot, ChatGPT Enterprise, or another platform?
Yes, from the perspective of business use cases, workflow, Human Control, governance, adoption, and operating readiness. Technical and security configuration should be assessed by the appropriate specialists.
Will you tell us which AI vendor to select?
Vendor selection may be informed by the business and operating requirements uncovered in the review, but detailed technical procurement or vendor due diligence requires a separately scoped process.
Can this begin with one workflow?
Yes. The Focused AI Workflow and Human Control Review is designed for one defined use case or workflow.
How much preparation is required?
A sponsor discussion, access to a small set of relevant materials, availability of agreed stakeholders, and a willingness to discuss how work actually operates are usually sufficient to begin.
Can the review lead into implementation support?
Yes. Follow-on work may include workflow design, pilot planning, governance design, adoption roadmaps, leadership workshops, or ongoing transformation advisory support.
AI Adoption and Human Control Review
Move from scattered AI activity to clearer decisions and a practical path forward.
Send a short note describing the AI activity, decision, workflow, or governance issue you are working through.