04Operations AI

Supply Chain Assistant.

The demand-planner your operators actually use.

Supply Chain Assistant sits next to your planners, not above them. It ingests demand signals, promotions, macro data, and factory constraints, then produces the weekly plan, the exception list, and the answers to the questions leadership asks between reviews. Deployed to FMCG and CPG operators shipping to hundreds of SKUs and dozens of markets.

Aerial view of a container shipping terminal

38%

Reduction in forecast MAPE

3,200

SKUs under continuous forecast

12

Markets covered

Who it's for

Built for the teams already asking these questions.

  • S&OP leaders and demand planners at FMCG, CPG, and retail
  • Ops teams under constant SKU proliferation and short shelf-lives
  • Supply chain executives who want fewer inputs, better decisions
How it works

A short, deliberate path from first note to shipped outcome.

01

Ingest signals

Sell-through, promotions, weather, holidays, macro, factory constraints. We plumb what you already have; we don't demand new instrumentation.

02

Plan and explain

Weekly demand plan by SKU and market, with the exception list and the why. Planners see the drivers, edit the numbers, and the model learns.

03

Answer between reviews

Leadership asks 'why is Bombay so light?' — the assistant answers in a paragraph, with the number and the drivers, in-context in Teams or Slack.

What you get

Concrete artefacts. Owned by your team.

  • Weekly demand plan by SKU x market
  • Exception list with explainable drivers
  • Slack / Teams assistant for ad-hoc questions
  • Continuous model retraining on planner feedback
Integrations & stack

Plumbs into what you already run.

SAP IBPOracle SCPKinaxisSnowflakeDatabricksOpenAISlackMicrosoft Teams
Delivered by

Supply Chain Assistant sits on top of these practices.

Get the brief

Real numbers, reference architecture, and how we'd scope it for you.

No sales sequence. A short PDF, the reference architecture, and a link to book time with a senior practitioner if you want to talk further.

Get the brief on Supply Chain Assistant.

Short PDF, real numbers, and the reference architecture. No sales follow-up unless you ask.

Ready to talk?

Bring us the Supply Chain Assistant brief.

Book a 30-minute discovery call and a senior practitioner will scope the engagement honestly.