Whether you’re choosing a new system or questioning the one you run today, METRAI shows you how planning AI behaves when reality diverges from the plan.
Services overview
Start with the question you need answered.
Choose your starting point
The overview stays concise and routes you into two purpose-built service pages. The detailed evidence lives where the buying decision happens.
Which planning AI should we buy?
Stress-test shortlisted vendors against the same real-world scenarios before you sign the contract.
Best forActive selections, RFPs, and shortlists formed before a proof of concept
OutcomePass / Conditional / Restricted certification
Is our current system working?
Find out where your current planning system holds up, where its decisions break down, and whether to tune it or replace it.
Best forOverrides, stockouts, low planner trust, or major system updates
OutcomeBehavioral health check with prioritized fixes
Shared assessment foundation
Every assessment is built around the specific operational conditions that matter in your planning domain.
Evaluate how planning systems behave when forecasts shift, promotions hit, new items launch, or data is incomplete. The question is not accuracy—it is whether the system's decisions hold up when reality diverges from the plan.
Sample Question #1
Does the forecast overreact to short-term spikes, or does it separate noise from real demand changes?
Why it matters: Overreactive forecasts create bullwhip effects upstream. An AI that chases every blip can amplify volatility across your supply chain—costing you in excess orders, expediting fees, and planner overtime.
Shared assessment foundation
Beyond forecast accuracy—we assess how systems behave under the conditions that define real supply chain operations.
How does the system respond to demand spikes, price swings, and supplier delays?
What happens when data is missing, delayed, or incomplete?
We go beyond forecast accuracy to assess operational fit in real supply chain environments.
Does the system remain stable, interpretable, and operationally useful under pressure?
Independent by design
METRAI does not accept referral fees, commissions, or partnership revenue from software vendors. Our only client is the company commissioning the assessment.
Tell us whether you’re choosing a new system, questioning the one you have, or both.