Critical operational decisions often live in spreadsheets, brittle scripts, and solver projects that only one specialist understands. The cost is not just compute. It is delayed work, silent rule violations, and hours spent explaining why a plan failed.

Navokoj is built for that gap.

The switch

Teams use Navokoj when they need a decision that is:

  • feasible under mandatory rules;
  • good enough under a stated deadline;
  • explainable when preferences cannot all be met;
  • easy to integrate into an existing service;
  • recorded with the result and its execution context.

The product is an API, not a new planning department. Send a model, choose a time budget, and receive the best available assignment with result semantics your application can act on.

What changes operationally

Instead of waiting for an opaque batch job, your application can receive a verified feasible result or a useful partial result with residual conflicts. Instead of rebuilding a model for every change, an evolving workload can be solved incrementally. Instead of treating every problem as the same, the runtime can use the execution path appropriate to its structure and resource budget.

Navokoj does not require customers to replace every exact optimizer. It can provide a fast incumbent before an exact workflow, or handle the decisions where time-to-feasible matters more than a proof of global optimality.

The business outcome

The value is fewer manual interventions, shorter planning cycles, and decisions that can be inspected after the fact. The right evaluation is therefore not only solver speed. It is time saved, failure explained, and a workflow that becomes easier to operate.

Start with one difficult workload. Measure the baseline. Then let the runtime earn its place.