Challenge the Logic™ helps leadership understand how the business creates value today, question inherited assumptions and constraints, identify what AI changes, and decide what is worth improving, rethinking or rebuilding.
Start with a Challenge the Logic™ Diagnostic →Before choosing the tool, understand the business you are running — what problem created the current model, process or assumption, whether that problem still exists, and what outcome you actually want AI to create.
A process may still exist because of a limitation that was real when it was designed, but is no longer valid now.
If the business has not questioned what should change first, AI can make an outdated way of working faster rather than better.
Question assumptions and processes that may have made sense when they were created, but may no longer be valid because the constraint or problem they were designed around has changed or disappeared.
What problem created this way of working — and does it still exist?Ask what AI makes possible now, then rethink value creation, future growth and where new revenue streams could come from.
What becomes possible now that was not commercially or operationally practical before?Translate the better logic into how the business actually needs to work — workflows, rules, ownership, human and AI roles, KPIs and the operating model around it.
If we designed this business today, would we build it the same way?Understand the original reason the model, process, KPI or assumption exists.
Test whether the original constraint is still real or whether the business is operating around something that has already changed.
Look at what AI changes about speed, cost, personalisation, decision-making, delivery and customer value.
Use the answer to decide what to keep, improve, rethink, automate or stop.
Understand the current logic, remove outdated constraints and decide what outcome AI should actually create before selecting the tool.
Use AI to improve, personalise, extend or repackage the current offer in ways that create more customer value.
Identify new revenue streams, business models and opportunities that become commercially viable because AI changes what the business can deliver.
Once leadership understands what should change and why, AI becomes easier to evaluate. The question is no longer “Which tool should we buy?” It becomes “What outcome are we trying to create, and what technology helps us get there?”
Remove outdated logic, redesign the work and use AI where it can create better value, better economics or better execution.
When the logic changes, the operating model has to change with it — so the new value proposition or growth model can actually scale.
Start with a Challenge the Logic™ Diagnostic — define the outcome leadership wants to achieve, examine the assumptions and constraints behind how the business works today, identify what AI changes, and determine which opportunities are worth pursuing first.
Book a 20-Minute Conversation →Use the tools to challenge inherited logic, rethink what is possible and rebuild around the better logic.