Sumith Jayawickrama

A specialist decision capability

The Unified Decision Engine.

The UDE is a decision system for modern operations. It connects enterprise information, team knowledge, and AI so management decisions can be more timely and useful — without losing sight of the people responsible for making them.


The Unified Decision Engine A diagram showing how enterprise information, team knowledge, and AI can support a central decision system for management, with outputs for leadership reporting, compliance, and partner access. Sources Engine Outputs Enterprise data ERP · SAP · Oracle · Infor Codes · Parameters Bill of materials · Master files AI layer Large language models Claude · Gemini · GPT · DeepSeek Microsoft 365 Copilot Departments Independent & interdependent Marketing Sales Operations Procurement Finance Warehousing R & D Quality HR IT … the second brain. The Unified Decision Engine APP DATA · MANUAL DATA · AI DATA A clear layer between what the organisation knows and what it decides. Leadership decisions What to do next, and why. Board reporting · Scenarios Continual improvement Authorities Local & international compliance. Statutory filings Audits · Regulated categories Partner access Outside the walls, on purpose. Client portals Vendor portals · Data exports Served Consumers · Customers · Clients

Sources on the left. A decision system in the middle. Management decisions and the information others need on the right. The point is to make the route from information to judgement easier to follow.


The idea in one paragraph.

In transformation work, technology has a job to do only when it improves the information available for a real operating decision. The UDE keeps the focus on that middle ground: the choice in front of a team, the enterprise information behind it, the experience that gives it meaning, and the tools that may help them examine it. It is a specialist capability for connecting those elements where the work is complex.


01 · Sources

The information already present in the operation.

Enterprise information, team knowledge, and AI can each illuminate part of an operating question. In most businesses they are kept apart: the ERP, the free-text emails, the half-finished spreadsheets, and the supervisor's notebook. The UDE starts with the reality of that information, not an expectation that it is already perfect.

  • Enterprise systems — SAP, Oracle, Infor, the unloved ERP that everyone complains about and nobody replaces.
  • Team knowledge — marketing, sales, operations, procurement, finance, warehousing, HR, quality, R&D.
  • AI — used where it can improve the quality of information or help a team reason through a live choice.

02 · Engine

A decision system, not a software product.

The UDE is a decision system for modern operations. It connects those sources around the decisions management actually has to make, making the context for a call easier to see and discuss. App data, manual data, and AI-assisted views are held in service of management judgement — not in place of it.

  • App data — the structured transactions the business already records.
  • Manual data — the notes, the context, the things humans know but never typed.
  • AI-assisted views — summaries, scenarios, and questions that help management examine a decision.

03 · Outputs

More useful decisions in the work.

The aim is not an automated answer. It is a more timely, useful basis for a management decision: clearer reporting, better-prepared scenarios, and shared context for the teams and partners who need it. The UDE can make the next conversation more grounded; management remains responsible for the call.

  • Leadership decisions — board reporting, scenario planning, continual improvement.
  • Authorities — local and international compliance, audits, regulated categories.
  • Partner access — client portals, vendor portals, structured data exports.

A support for judgement.

The UDE does not replace management. It gives management a clearer way to bring enterprise information, team knowledge, and appropriate AI support to a decision, then to test the decision against what happens in the operation.

It is not a packaged platform or a promise of automated outcomes. The shape of the system depends on the operating questions, information, and decision rights already present in each business.

The discipline is to ask whether the information is reaching the people who need it, whether the decision is being made with enough context, and whether the outcome is teaching the operation something useful.


Where it fits in transformation.

The UDE supports the wider transformation approach: first understand the operating question, then make the information, decision rights, and routines around it clear enough to improve together.

See the wider transformation approach →


Work together

Start with the decision that matters.

Transformation

Talk through the work that needs to change.

For leaders looking for a grounded conversation about operations, transformation, and the decisions in front of them.

Talk about transformation

Speaking

Give leaders a more useful conversation about change.

Keynotes, panels, and leadership sessions grounded in the realities of making businesses work better.

Invite Sumith to speak