Optimization and AIRequest a diagnostic

From diagnostic to continuous operation.

This is the method behind customizable solutions and bespoke consulting. Every project starts small, proves value early against current operations and only then expands. It is designed so that, at every stage, you decide with numbers in hand whether to continue.

4 stagespilot in about 8 weekscontinuous operation
01 · journey

Every stage with a defined deliverable.

Each stage is measured before moving on. The number may come in below expectations, which is also an answer, and the decision to continue always stays in your hands.

Diagnostic

We map where decisions are costly.

A structured session with leadership to identify the decisions with the highest potential return and to understand the current decision system: who decides, with what information and how often.

  • A map of the critical decisions and an estimate of the cost of getting each one wrong
  • Prioritization by expected return and data feasibility
  • Recommended scope for the first pilot
1 to 2 weeks
Modeling

We formulate from the real constraints.

We combine mathematical optimization, predictive AI and your business rules. In customizable solutions, the starting point is a model Orion has already validated; in bespoke consulting, the formulation is new, designed from the operation's real constraints.

  • Mathematical formulation validated with the business area
  • Data pipeline and preparation of the sources involved
  • Acceptance criteria agreed before the pilot
2 to 4 weeks
Pilot

We measure the gain in production.

When access to data and systems keeps pace, the pilot goes into production in about 8 weeks, with results measured against the baseline set in the diagnostic. Not slides: the solution running in the real workflow. And the number may come in below expectations, which is also an answer.

  • Solution in production within the defined scope
  • Quantitative comparison against the current operation
  • Decision to scale up based on measured results
about 8 weeks, depending on the data
Continuous operation

The solution keeps evolving with the operation.

Once the gain is confirmed, the solution is extended to the rest of the operation, with model governance, continuous refinement and evolution as the context changes.

  • Model governance and SLAs set out in the contract
  • Continuous refinement as the context changes
  • Training and growing autonomy for your team
Ongoing
02 · principles

Four principles that govern every project.

They explain why the method takes this shape, and what stays the same across operational contexts that differ so much from one another.

Start small, measure early

The first scope is the decision with the best balance between estimated return and data feasibility. Scaling up comes after the measured result, not before.

Measure against the current operation

A gain only counts if it is comparable to what the company does today. The baseline is set in the diagnostic and held throughout the engagement.

Deliver at the point of use

The optimized decision has to reach the place where it is made: in the system, on the screen and at the pace of the people who operate. Outside that workflow, the operation rarely changes.

Operate together, not deliver and leave

Models age when the context changes. That is why continuous operation is part of the method: governance, refinement and evolution of the model over time.

03 · the project

How the work happens in your company.

An Orion project is not a study delivered by email. It involves your team, your systems and a commitment to continuous operation.

  • Team involvedOrion's leadership in the diagnostic, and a dedicated technical team for modeling and operation.
  • Data requiredWe start from what already exists in your operation. Preparing and structuring the sources is part of the scope; where data is missing, that shows up in the diagnostic before it becomes a proposal.
  • IntegrationThe solution fits into the current workflow (ERP, spreadsheets, in-house systems) according to the decision's point of use and the interfaces available.
  • ConfidentialityEvery engagement starts with a confidentiality agreement. Data and business rules never leave the agreed perimeter.
  • GovernanceAgreed indicators, a regular review routine and clear accountability for the model's performance.
Another way in

If the decision is common to many companies and the priority is to start fast, the Orion Portal offers ready-made and customizable solutions as software modules, with quick activation and no long project.

Explore the Orion Portal
Next step

A strategic diagnostic,
in 45 minutes.

A structured conversation with Orion's leadership to understand where your operation gains the most from optimization applied to decision-making, and which level of customization makes the most sense: a ready-made solution, a customizable solution or bespoke consulting.

45 minutesConfidentialNo commitment
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