Decision Architecture for Procurement
Rethinking procurement through AI-native decision systems, structured strategy, and composable workflows.
An ongoing essay series
Procurement transformation is often framed as digitization.
But digitizing workflows is not the same as redesigning decisions.
This series explores how procurement must evolve from tool adoption to decision architecture — integrating data exposure, AI reasoning, negotiation design, and structural strategy.
Procurement Digital Transformation is Only Half Complete
PUBLISHED
Procurement has digitized transactions. But strategic decision-making remains largely personality-driven.
This article examines why procurement transformation remains structurally incomplete.
GPS vs Compass: Strategic Decisions Do Not Require Perfect Data
PUBLISHED
Most procurement transformations begin with: “Let’s fix the data first”.
Not every decision needs GPS-level precision. Some only require a compass.
In this article, I explore why waiting for perfect data may be delaying strategic clarity in procurement.
The Data Exposure Grid: Why AI in Procurement Is Not a Prompting Problem?
PUBLISHED
Some of the most confidential business information in your company sits inside Procurement. Procurement does not just manage spend. It manages competitive intelligence.
Not all procurement data is the same. The smartest AI move is often deciding what not to send.
This article examines how to map procurement data on two different dimensions – a crucial step before we bring in AI.
The Decision Context: Where AI Actually Fits in Procurement ?
PUBLISHED
What kind of decisions are we trying to support? Procurement decisions are taken in context of certain tasks and activities. What kind of knowledge is required to enable those decisions?
Not all procurement work is the same. Not all AI fits everywhere.
This article examines how to map procurement tasks on two different dimensions – a crucial step before we bring in AI.
Scenario Planning: What Procurement Can Learn from Shell’s Survival of the 1973 Oil Crisis?
PUBLISHED
During the 1973 oil crisis, most energy companies were caught off guard. Oil prices surged, supply chains fractured, and governments imposed emergency measures.
Royal Dutch Shell was not among the surprised.
Today, procurement teams face similar uncertainty — energy volatility, geopolitical tensions, supply disruptions, and sudden cost shocks.
This article explains why scenario analysis is not about predicting the most likely future, but about avoiding the futures you cannot afford.
Unbundling Judgement and Decisions
UPCOMING
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→ Read on LinkedIn (coming soon)
Decision Architecture: Desired Outcomes
UPCOMING
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→ Read on LinkedIn (coming soon)
These ideas are being operationalized through AI-assisted negotiation design, cost analysis systems, and composable decision workflows.
If you are exploring AI-native procurement architecture, let’s connect.