Agentic AI Workflows for the core of FMCG.
One shared platform, 48 agent teams, 8 solutions, from the plant to the shelf. Agents prepare, people decide.
- agent teams
- 48
- agent teams
- solutions
- 8
- solutions
- areas of the value chain
- 7
- areas of the value chain
Promotion Intelligence
Plan promotions from what the factory can profitably deliver. Specialist agents design, compare and check every promotion. Your team decides which one runs.
- 14 specialist agentsIn 4 stages, from market context to a ranked recommendation for your team's approval.
- Factory firstEvery design is checked against what the plant can make, store and ship within shelf life, before the retailer commits.
- Shown end to endDemonstrated on illustrative data, with every figure explainable. People approve; nothing reaches the ERP without a decision.
Start where the value is.
Each solution is a set of agent teams on the same platform. Open one to see its teams in the catalogue below, or start with the signature product.
- 01Signature productPromotion IntelligencePlan promotions from what the factory can profitably deliver.6 agent teams14 specialistsUsually starts with: Supply-aware promotion checkSee the productAreas: Promotion management (6).
- 02Manufacturing IntelligenceA feasible plan from demand, materials, lines and shelf life.8 agent teams12 specialistsUsually starts with: Production capacity checkSee its teamsAreas: Supply chain planning (1), Manufacturing (7).
- 03Integrated S&OPOne set of numbers from demand review to the executive decision.7 agent teams21 specialistsUsually starts with: Demand review and consensus planSee its teamsAreas: S&OP and IBP (7).
- 04Demand and InventoryForecasts people trust and stock targets that follow them.5 agent teams14 specialistsUsually starts with: Forecast accuracy reviewSee its teamsAreas: Supply chain planning (5).
- 05Replenishment and FlowFrom DC orders to the dock, the truck and the customer's window.9 agent teams27 specialistsUsually starts with: DC-to-store replenishmentSee its teamsAreas: Supply chain planning (2), Logistics (7).
- 06Route to MarketDistributors, routes and the true cost of serving each outlet.5 agent teams14 specialistsUsually starts with: Distributor order and stock planningSee its teamsAreas: Distribution (5).
- 07Trade Spend ControlBudgets, deductions and claims that tie back to agreements.4 agent teams11 specialistsUsually starts with: Deductions and claims settlementSee its teamsAreas: S&OP and IBP (1), Promotion management (2), Distribution (1).
- 08Store ExecutionFull shelves, fresh stock and promotions that really happen.6 agent teams18 specialistsUsually starts with: On-shelf availabilitySee its teamsAreas: Store operations (6).
Not sure which one comes first? Bring one workflow to a call and we will tell you where we would start.
Every team reads the same data and answers to the same people.
Your systems feed one shared, read-only data layer. Engines do the calculation, agent teams prepare the work, and people approve before anything is written back. Each new team builds on what the last one connected.
- 1Your systemsERP, planning, MES, WMS, TMS, the promotion calendar and store systems stay where they are.
- 2Shared data layerOne read-only copy of the data every team needs. Agents read; they do not change your records.
- 3EnginesForecasts, uplift models and solvers do the calculation, so every number can be traced.
- 448 agent teamsSpecialist agents prepare the work: the analysis, the options and the recommendation.
- 5People approveThe planner, category manager or finance lead approves, changes or rejects, within agreed limits.
- Written back to your systems only after approval.
All 48 agent teams.
Filter by area or kind of company, or search. Open a team to see its agents, the data it reads, the engine it relies on and who approves.
Showing 48 of 48 agent teams
S&OP and IBP
One plan across sales, supply and finance. · 7 teams
Supply chain planning
Forecast, stock targets and replenishment. · 8 teams
Manufacturing
Lines, schedules, quality and traceability. · 7 teams
Logistics
Warehouses, docks, freight and cold chain. · 7 teams
Promotion management
Design, forecast, check and review promotions. · 8 teams
- Promotion managementPromotion designDesign each promotion's mechanic, depth, timing and products, starting from what the factory can supply.DemonstratedProduct page
- Promotion managementHigh agent valuePromotion uplift forecastEstimate what a planned promotion will sell, before it is agreed with the retailer.DemonstratedProduct page
- Promotion managementHigh agent valuePromotion what-if and rankingRun every design through the numbers, rank them against your objectives, and show what each one gives up.DemonstratedProduct page
- Promotion managementHigh agent valueSupply-aware promotion checkCheck that every planned promotion can be supplied, before the retailer commits to it.DemonstratedProduct page
- Promotion managementCompetitive responseWhen a competitor promotes, decide whether to respond, hold or defend, measured against holding.DemonstratedProduct page
- Promotion managementHigh agent valuePromotion review after the eventMeasure what each promotion really returned, and carry the lessons into the next plan.DemonstratedProduct page
Distribution
Distributors, routes and cost to serve. · 5 teams
Store operations
Shelves, fresh, counts and store labour. · 6 teams
Your workflow is not on the list?
The teams share one platform, so a new one is assembled from agents and engines that already exist. Tell us what it should do.
Honest labels, on every team.
Each team says how far it has come. Only teams running in a client engagement today are marked In delivery.
- In delivery2 teams
- Running in a client engagement today.
- Demonstrated8 teams
- Shown end to end in a working demonstration, on illustrative data.
- Deep design1 team
- Researched step by step, with sources, ready to scope.
- Standard design37 teams
- Mapped from standard industry practice, ready to customise.
See the value chain, the brief and onboarding.
The catalogue is public. How the teams connect across your value chain, the brief we start from and how onboarding runs are shown in a private demo, for your team only.
See where agentic AI could pay in your business.
Answer ten questions and get a free written report on your own workflows, in about ten minutes. Or bring one workflow to a free 20-minute call.