Validate the forecasts and the routing
We validate the forecasts and the routing — before they steer inventory, freight and procurement.
Each of these runs the operation — and when it’s wrong, the failure doesn’t stay on a screen. It moves through the network as physical goods.
A forecasting model whose errors cascade into inventory and procurement
A routing or allocation system optimising against objectives no one re-validates
An agent that triggers operational actions — orders, dispatches, reallocations
A planning system whose drift goes unnoticed until the network feels it
Lighter formal regulation than BFSI or healthcare, but real operational and contractual exposure — SLAs, supplier obligations, and the increasing scrutiny on automated decisions that affect labour and operations.
The risk here is less “the regulator asks” and more “the business breaks and no one saw it coming.”
We assure the AI workflows that run operations — validate the forecasts and the routing, monitor for drift, and put controls around the agents that trigger real-world action.