Archos LabsAI as Strategy
AI as Strategy.
AI as Strategy
Your AI Tool Isn't Broken. Your Data Is
Switching AI platforms won't fix bad output if your data is the problem. Here's how founders can tell the difference between model failure and data failure.
3 min read · Published
AI as Strategy
Why AI Tools Don't Build Capability On Their Own
Most organisations own AI tools they can't use well. We name the 4 non-technology investments that build durable AI capability and the order to make them.
3 min read · Published
AI as Strategy
AI risk gaps your board register is missing
AI systems fail in ways traditional risk registers don't name. A practical AI risk taxonomy covering model, data, operational, and reputational risk for boards.
3 min read · Published
AI as Strategy
Why Your AI Business Case Fails Finance Review
Most AI business cases are rejected because they omit change costs and name no owner. Here is the finance-literate structure CFOs need to approve AI investment.
3 min read · Published
AI as Strategy
AI Governance Framework For Boards That Can't wait
Citigroup paid $136 million for a governance failure. As EU AI Act enforcement accelerates, boards that haven't assigned AI decision rights are already exposed…
4 min read · Published
AI as Strategy
AI ROI framework: Link Spend to EBIT in Four Steps
Nine in ten companies spend on AI. Four in ten trace any EBIT movement. A four-step impact-chaining model closes the attribution gap — starting from a P&L line…
4 min read · Published
AI as Strategy
AI Leadership Evolution: Cadences That Build Competence
Executive AI competence isn't built in workshops — it's built through repeated ownership of decisions that can go wrong. Here's the cadence structure that…
4 min read · Published
AI as Strategy
AI Strategy One-Pager Forces Prioritization Decisions
Most AI pilots stall because leaders skip prioritization decisions. A five-section one-pager forces those choices before the project dies.
5 min read · Published
AI as Strategy
AI Value Levers Stop Wasted AI Spend
Most AI pilots stall because approval forms ask for model accuracy, not business impact. Fix the form, and you fix the spend.
3 min read · Published
AI as Strategy
AI Business Resilience Needs Human Oversight to Work
AI models that talk to each other without human oversight don't build resilience—they manufacture cascading failures. Here's the architecture that keeps humans…
5 min read · Published
