Consulting Practice
Review proposal workflow weekly
The team sees faster drafts but needs a regular view of rework and client-facing corrections.
Operating cadence
Free Canadian small business workbook
AI Operating Cadence Planner
A worksheet for defining the review rhythm that keeps AI systems useful, governed, and improving.
7 pages · PDF workbook · No email required
Preview the complete PDF All 7 pages · Free to explore
Scroll through the full workbook below. Download the PDF for selectable text, printing and your own working copy.
What’s inside
A working guide
for a real decision.
Plan weekly, monthly, and incident-driven loops for exceptions, metrics, context updates, governance changes, and workflow improvement. Use this guide to make the operating choice explicit, test it with evidence, and record who owns the next decision.
Who this is for
Teams turning architecture work into a reusable operating artifact.
Bring the people who own the work
Include the workflow owner, a person who performs the work, a reviewer with authority to approve or stop it, and the relevant data or tool owner.
Includes an explainer, working worksheet, three illustrative examples and practical considerations. This is a planning PDF, not prebuilt automation software.
Use it with your own work
Five questions
to work through.
Choose one workflow. Record enough context to support a decision, then use the worksheet to name the owner, evidence and next review.
Daily signal
What needs immediate attention when the system is degraded?
Weekly review
Which exceptions, overrides, and quality issues should operators inspect?
Monthly review
Which value, risk, cost, and governance signals should leadership see?
Change review
How are prompt, tool, data, and policy changes approved?
Incident review
What gets documented after a failure or near miss?
Illustrative examples from the workbook
Where this becomes practical.
Independent Retailer
Review inventory support by season
Demand and supplier conditions shift, making a one-time pilot result insufficient.
Accounting Practice
Review summary quality monthly
Quarter-end volume changes can hide corrections and staff review burden.
- AI-supported role
- Prepare bounded weekly and monthly summaries of exceptions, quality, cost, context freshness, and unresolved decisions.
- Human authority
- Operators run the review cadence, assign changes, and approve scope or policy updates.
- What to measure
- Track overdue reviews, recurring exceptions, drift, adoption, and improvement actions closed.
Illustrative scenarios, not client results or a promise of performance. The workbook includes additional case-specific prompts.
A useful first step
Use the workbook.
Bring us the next question.
Download and use it without booking a call. If you want help applying it, email Chris with the workflow you’re considering and what you want to improve.
Discuss your workflowFurther reading in the library
General operational guidance only. These resources are not legal, privacy, cybersecurity or regulatory advice.