From Strategy Decks to Decision Systems
Strategy becomes consequential when organisations design the decisions, ownership, evidence and learning behind the deck.
Strategy · Risk · Enterprise AI · Decision Systems
Anjan Ash
I work at the intersection of strategy, risk and enterprise AI, designing the structures that help consequential decisions move from evidence to action.
Intellectual focus
From information to institutional judgement
Better decisions rarely come from more information alone. They come from systems that make evidence usable, assumptions visible, challenge constructive and accountability clear.
Selected Thinking
Notes from the workbench
Diagnosing RAG Failures
RAG failures require diagnosis across source governance, ingestion, retrieval, generation, evaluation and escalation.
Some Professionals Know the Answer
Organisational judgement helps sound reasoning survive hierarchy, incentives, timing and ownership without distorting the truth.
Agentic Workflows Need Escalation Logic
Enterprise-grade agentic workflows need explicit conditions to recommend, execute, escalate or stop.
Capability Is Built Through Exposure to Decisions, Not Just Execution
Execution exposure builds reliability, while exposure to framing, trade-offs and consequences builds judgement.
Areas of inquiry
Questions I keep returning to
- 01Strategy and decision systems
- 02Enterprise AI systems
- 03Risk and governance
- 04Credit intelligence
- 05Organisational judgement
Professional arc
A widening decision lens
Banking and credit
Built a foundation in credit assessment, financial risk and institution-led decision-making, including evaluating businesses through cash flow, downside and evidence quality.
Enterprise strategy and risk
Works across strategy, risk, governance and cross-functional execution, translating enterprise priorities into decision structures and operating follow-through.
Enterprise decision systems
Applies strategic judgement, risk architecture and AI to the design of dependable enterprise decision systems.
Outside the system
Attention has other forms
Outside work, I am learning the violin and return often to sketching and painting, slower practices that reward attention, patience and interpretation.