Decision intelligence
Make better commitments under uncertainty.
Turn business objectives, constraints and uncertain inputs into decisions people can understand, challenge and act on. A forecast informs the decision. Optimization chooses the action. Validation tests how well it holds.
What can we change—and what must we protect?
Start with the decision, not an algorithm. Agree the alternatives, the economic objective, the operational rules and the level of risk the business will accept.
- Variables: what to buy, make, hold, allocate, ship or reserve—and when.
- Objective: contribution, total cost to serve or another agreed business measure.
- Constraints: capacity, material, quality, service, cash, contractual and safety requirements.
Buy resilience where it earns its place.
Demand, supply lead times, yields and disruptions have ranges, dependencies and consequences. Use that uncertainty when choosing inventory, capacity, sourcing flexibility and time buffers. Excess protection has a cost; insufficient protection creates lost sales, expedites and broken commitments.
- Represent variability and risk events using data and explicit assumptions.
- Compare protection cost with the expected cost of responding to disruption.
- Keep firm rules separate from preferences; agree any service probability and its measurement.
A good result comes with evidence.
Match the method to the decision: deterministic optimization for known inputs, stochastic or robust methods when uncertainty changes the right action. Validate the chosen plan on separate scenarios it was not selected against.
- Compare against a meaningful baseline on consistent inputs and costs.
- Report feasibility, objective value and the scope of any optimality gap.
- Keep a solver certificate distinct from performance on unseen scenarios; neither guarantees every real-world outcome.
Respond as new information arrives.
A resilient plan still needs operational judgment. Define what remains committed, what can be changed and when replanning is justified. Use only information available at that point in the process.
- Present the recommendation, its reason and the business consequences of alternatives.
- Record overrides, approvals and execution results.
- Use realized performance to improve inputs and future policies.
Start a conversation
Which decision would create the most value?
Let’s discuss the operating challenge, the decisions behind it and what a better result would look like.