Four Problems Framework
Why it matters
These four problems are not independent — they compound each other. Strategy trapped in documents (context) means no real-time visibility, which accelerates staleness (freshness), which makes guardrails impossible to maintain. Solving one without addressing the others produces limited results.
How Stratafy addresses this
Stratafy was built to solve all four problems simultaneously, because they compound each other. Poor context diminishes visibility, hastening staleness and eroding guardrails, leading to strategic drift. Solving one without addressing the others produces limited results.
Context Problem → Machine-readable strategy + MCP
Strategy structured as queryable data with explicit relationships between all elements. AI agents query via MCP rather than inferring from documents. 95% of employees don't understand their company's strategy — Stratafy makes it accessible to every team and every agent.
Visibility Problem → Alignment scanning + continuous monitoring
A five-lens alignment suite detects drift across all directions: internal coherence, strategic alignment, radar signals, public presence, and organisational structure. Health scoring at every layer surfaces misalignments continuously, not just at quarterly reviews.
Freshness Problem → Living data + continuous review cadences
Strategy stored as structured data updates continuously rather than aging in documents. Review cadences match the speed of each layer: annual for foundation, quarterly for strategy, monthly for initiatives, weekly for tactics. A co-working loop processes signals as they arrive.
Guardrails Problem → Semantic guardrails + governance by level
Foundation-level constraints — values, principles, risk tolerance — are queryable by AI agents as operational boundaries. Semantic guardrails evaluate AI outputs against organisational intent, flagging or blocking actions that deviate from the core strategy.