Operational decision governance for supply chain
— in real time

Use Case — Supply Chain

When a supply chain decision is made too late, the cost is not immediately visible.
But it is real.

CLEVIZIO gives your supply chain teams the ability to simulate the consequences of a decision before committing to it — and ensures it is executed, aligned with your service, cost, and cash objectives.

This is not planning. This is not reporting. This is operational decision governance — in real time.

Your teams have the tools.
They don't have visibility into what their decisions will trigger.

ERP, APS, forecasting, BI. Significant investments. Serious teams. And yet:

"We see problems too late. We react. We don't steer."

"I make decisions multiple times a day without really knowing what they'll cost."

"When things get difficult, everyone turns to the same two or three people."

This is not a tooling problem. It is a decision governance problem. And it is structural.

Between your plan and your reality, there is a gap.
That is where performance is won or lost.

Plans are built for a predictable future. Operations happen in an unstable present. In that gap:

01

Exceptions accumulate without clear prioritisation

02

Decisions are made on instinct, under pressure, too late

03

Each team optimises its own piece — and degrades the whole

The symptoms are familiar:

  • Overstock in one location, shortages in another — often in the same week

  • Service levels missed despite plans that looked sound

  • Constant escalations that pull your best people onto firefighting

This is not bad luck. It is the structural cost of decisions made without simulation.

CLEVIZIO operates between planning and execution.
Where real decisions are made.

It does not replace your APS. It does not rebuild your ERP. It fills the space between 'the plan says this' and 'reality says that' — where your teams currently decide on instinct.

Continuously, CLEVIZIO:

1

Reads signals from your existing systems

2

Simulates the impact of available options before arbitration

3

Recommends the actions most aligned with your objectives

4

Guides execution team by team

Three domains. Dozens of decisions every day.

01

Demand & Planning

Demand breaks away from forecast. An unplanned event disrupts volumes. A supplier flags an issue.

CLEVIZIO simulates: which signal should we trust now? Adapt the plan or hold? Which customer or channel to prioritise — and at what cost?

Rapid, grounded adjustments — without destabilising the broader plan.

02

Inventory & Stock

A critical stockout is forming. Excess stock is building silently. A service versus cash trade-off with no obvious right answer.

CLEVIZIO simulates: where should stock move now? Which shortage is genuinely critical? Which trade-off minimises the overall impact?

Inventory decisions grounded in real consequences — not experience alone.

03

Execution & Exception Management

Transport delay. Production disruption. Last-minute order change.

CLEVIZIO simulates: which exception requires immediate action? Who should act? In what order? What happens if nothing is done?

Fewer emergencies. More control. Fewer escalations.

Four situations.
Four moments where visibility before the decision changes everything.

01

Urgent disruption response

The situation: a supplier shortage, a transport delay, a production breakdown. The team must act immediately — without knowing which action will have the most impact, or what it will trigger downstream.

  • Identifies within minutes the orders and customers genuinely at risk
  • Simulates the available response options (reallocation, transfer, substitution, arbitration)
  • Quantifies the service and cash impact of each scenario before commitment
  • Orchestrates execution across the teams involved

A crisis decision made with full visibility — in 30 minutes, not half a day.

02

Pre-decision simulation (stock / service / cash trade-off)

The situation: a strategic trade-off must be made. Increase safety stock. Accept an exceptional order. Change a service level. Each option has consequences for service, cost, and working capital — but those consequences remain invisible before the decision.

  • Models the consequences of each scenario before sign-off
  • Quantifies the impact on service levels, stock positions, and cash
  • Enables options to be compared on the same objective basis
  • Documents the decision taken, the assumptions used, and the expected outcomes

Trade-offs grounded in simulated facts — not experience or instinct. With a complete audit trail.

03

Early detection of plan deviation

The situation: the plan is in place. But weak signals are accumulating. Small repeated forecast gaps. Tension on certain SKUs. Recurring delays. Nobody has raised the alarm yet — but execution is quietly drifting.

  • Continuously detects gaps between plan and operational reality
  • Distinguishes normal variation from deviations that will compound
  • Anticipates impacts 2 to 4 weeks out if nothing changes
  • Generates adjustment recommendations before the situation deteriorates

Teams regain control before the crisis. Not after.

04

Strategic-to-operational decision cascade

The situation: a strategic decision is made at executive level. New priority customer. Change in stock policy. Market arbitration. But the operational translation is unclear. Each team interprets it differently. Execution becomes incoherent.

  • Translates the strategic decision into concrete operational rules
  • Propagates the new priorities automatically to the relevant teams and systems
  • Verifies that daily actions remain aligned with the chosen direction
  • Measures the real impact of the strategic decision on ground-level execution

An executive-level decision that executes coherently on the ground — with no loss of intent between the top and the front line.

The CLEVIZIO loop in a supply chain context

1

Operational signals change in your systems

2

CLEVIZIO builds real-time context and constraints

3

The engine simulates the impact of the available options

4

Trade-offs are arbitrated against your objectives

5

AI Agents guide your teams on what to do now

6

Execution is tracked and fed back to improve future simulations

And it connects to what you already have

CLEVIZIO connects to your existing ERP, planning tools, and operational systems. No migration. No overhaul. The decision governance layer sits on top of your stack — without replacing it.

This is not a planning tool.
It operates where planning stops.

Traditional planning tools

Optimise a future plan

Work in cycles

Stop at the recommendation

Measure KPIs

Depend on a few experts

VS

CLEVIZIO

Govern present-moment decisions

Operate continuously

Drive execution

Simulate impact

Distribute expertise to everyone

CLEVIZIO exists where the plan meets reality. That is where performance is decided.

Not because they work harder.
Because they decide with greater clarity.

01

Decisions made with visibility into consequences — consistently

02

Fewer escalations, less firefighting, fewer crisis meetings

03

Better service / cost / cash alignment at every trade-off

04

Consistent execution across sites and teams

A benefit most organisations underestimate

In every supply chain team, there are one or two people everyone turns to when things get difficult. They carry years of experience. They know what to decide when the situation is ambiguous.

The problem: they cannot be everywhere. And when they leave, that decision intelligence goes with them.

CLEVIZIO captures that expertise and makes it available to the whole team — at every moment.

The intelligence no longer leaves when people do. It stays — and it spreads.

Measure precisely where your supply chain loses time making decisions.

Most organisations feel the pressure. Few can localise it. The CLEVIZIO Assessment identifies the two or three friction points that account for the majority of your decision latency.

A Supply Chain Reactivity Score

Priority friction points (data, decisions, execution)

Concrete improvement directions

Assess my supply chain reactivity — free, 10 min

This use case runs on the full CLEVIZIO platform

Data Layer

Unified data layer

Decision Engine

Simulation and decision engine

AI Agents

AI Agents for execution

The same architecture will serve other operational domains — without rebuilding anything.

Explore the platform

Your supply chain does not lack data.
It lacks visibility into what its decisions will trigger.

That is precisely what CLEVIZIO addresses.