Technology with accountability
I connect strategy, data, processes and people so AI becomes a governed operating capability — not just another tool.
Advisory capabilities
AI strategy
Maturity assessment, constraint diagnosis, use-case prioritisation and 90-day roadmaps.
AI governance & risk
Policies, use-case registers, risk tiers, human oversight, audit trails, vendor due diligence and incident response.
Operating model & automation
Process ownership, data classification, vendors and control checkpoints. Claude, n8n, Make, Notion and MISA AMIS in the business context.
Value measurement
Baselines, KPIs, results memos and executive reporting: time redeployed, throughput, cost-to-serve and risk reduction.
The approach
Foundation before deployment
Clarify context, data rules and accountability before bringing technology into the organisation.
One high-value process at a time
Assess, map, pilot, measure, hand over and govern. Target the constraint rather than spreading effort across disconnected trials.
Outcome over activity
Measure time redeployed, throughput, conversion, cost-to-serve and risk reduction.