# Method: 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 stages
- pilot in about 8 weeks
- continuous operation

## Journey

### 01. 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.

Duration: 1 to 2 weeks

Deliverables:

- 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

### 02. 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.

Duration: 2 to 4 weeks

Deliverables:

- Mathematical formulation validated with the business area
- Data pipeline and preparation of the sources involved
- Acceptance criteria agreed before the pilot

### 03. 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.

Duration: about 8 weeks, depending on the data

Deliverables:

- Solution in production within the defined scope
- Quantitative comparison against the current operation
- Decision to scale up based on measured results

### 04. 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.

Duration: Ongoing

Deliverables:

- Model governance and SLAs set out in the contract
- Continuous refinement as the context changes
- Training and growing autonomy for your team

## Principles

- **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.

## How the project works

- **Team involved:** Orion's leadership in the diagnostic, and a dedicated technical team for modeling and operation.
- **Data required:** We 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.
- **Integration:** The solution fits into the current workflow (ERP, spreadsheets, in-house systems) according to the decision's point of use and the interfaces available.
- **Confidentiality:** Every engagement starts with a confidentiality agreement. Data and business rules never leave the agreed perimeter.
- **Governance:** Agreed 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. https://orionotimizacao.com/en/portal

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