For leadership teams that need operating results, not another AI keynote
Move from AI awareness to one workflow your team can actually use.
I help organisations identify a valuable use case, make the risks explicit, train the people who own the process, and implement a controlled pilot without pretending every task should be automated.
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A good fit
A real process already exists
Lead handling, client onboarding, reporting, document processing, knowledge retrieval, follow-up, customer support, property operations, or another repeated workflow.
A business owner can define success
Time saved, faster response, fewer dropped leads, improved consistency, reduced manual handling, or a better decision, not “use AI somehow.”
Data boundaries can be discussed honestly
The engagement identifies what may leave the organisation, what needs approval, what should remain human, and what evidence must be retained.
Start at the level the organisation is ready for
Three practical engagements
Executive AI Operations Workshop
$1,500
A focused leadership session
Current-process and decision review
Three ranked use cases with value and risk
One recommended pilot and written summary
Designed for executives, process owners, and the people responsible for implementation.
AI Opportunity Audit
From $2,000
Two weeks
Stakeholder and workflow review
Do now, do later, and ignore opportunity map
Cost, effort, value, data-safety, and 90-day plan
The report may conclude that a process, data, or governance problem should be fixed before AI is introduced.
Controlled Workflow Pilot
From $3,500
One workflow, normally two to four weeks
One named operational journey
Integration with the agreed tools and data
Human approvals, failure handling, measurement, and handover
The pilot is intentionally bounded. Wider rollout is a separate decision based on evidence.
Useful starting workflows
Lead and enquiry handling
Capture, classify, summarise, route, book, remind, and escalate while keeping a human in control of promises, pricing, and sensitive cases.
Documents and reporting
Extract structured information, identify missing fields, prepare a draft analysis, link outputs to source evidence, and route uncertain results for review.
Internal knowledge and operations
Help staff find approved answers, produce recurring summaries, surface exceptions, and reduce repetitive coordination without turning private company data into an uncontrolled experiment.
Relevant evidence
Product engineering and business-process judgment
My work combines software delivery, AI workflows, payments, property operations, logistics, publishing, consulting, and digital transformation. I have shipped products including Inksong, Brik, Camora, and Gidabook, and I write about AI adoption for African businesses from the point of view of someone responsible for implementation.