Worldover, AI operating system for substance-based businesses

    Function · Operations

    If you run operations,the site and the plan agree.

    Operations lives or dies on whether planning, execution and stock share one record. Here's what that looks like by business type, and the modules that put them together.

    Head of operations · Operations manager · Site manager · Supply chain · Continuous improvement

    Start here

    Which of these are you?Pick one and we'll show the setup, with operations already selected.

    Brands

    You own the product, the launch date and the compliance outcome, usually across several contract manufacturers.

    Contract manufacturers

    You make products for other brands, against their briefs, and speed to first sample wins you the work.

    Own-product manufacturers

    You develop, make and sell your own portfolio, so R&D, production and commercial are the same P&L.

    Ingredient providers

    You sell ingredients with technical know-how attached: application formulations, samples, SDSs and documentation packs.

    The detail

    Operations looks differentdepending on what you make.

    The site as a whole: planning, stock, throughput and cost per unit, and everything that has to work together.

    Brands

    Strong fit

    You own the product, the launch date and the compliance outcome, usually across several contract manufacturers.

    What goes wrong today

    • No line of sight into contract manufacturers

      You book stock against a launch date and find out late that production slipped, with no early warning from the CM.

    • Stock and cash are out of step

      Forecasts, purchase orders and sell-through live in different places, so stock cover is a guessing game.

    Goal: Live visibility of supply, stock and launch readiness without chasing by email.

    • One shared view of orders, stock and milestones across every supplier.
    • Forecast-to-stock planning driven from the live record.

    Modules that do the work

    Inventory ManagementDemand PlanningSupplier PortalsERPAI Agents

    Contract manufacturers

    Core fit

    You make products for other brands, against their briefs, and speed to first sample wins you the work.

    What goes wrong today

    • Planning, stock and the floor don't talk to each other

      Materials, machine time and people are planned in one place, executed in another and reconciled by hand afterwards.

    • Cost per unit is a rear-view number

      Yield, waste and downtime only come together after the month has closed, when it's too late to act on them.

    • Every customer wants visibility you can't give

      Order status and batch progress go out by email, and every chase is an interruption on the floor.

    Goal: A site that runs to plan, and a plan you can actually see and hold to.

    • Planning, execution and stock on one live record.
    • Yield, waste and downtime captured as the work happens, not at month end.
    • Customer-facing status straight from the system, not from email.

    Modules that do the work

    Production PlanningMESInventory ManagementWarehouse ManagementCustomer PortalsERP

    Own-product manufacturers

    Core fit

    You develop, make and sell your own portfolio, so R&D, production and commercial are the same P&L.

    What goes wrong today

    • The plan is out of date before the shift starts

      Demand changes, materials arrive late, and the schedule gets rebuilt by hand to hold it together.

    • Stock truth is split between systems and the shelf

      What the system says, what the warehouse says and what's actually usable rarely agree, so buffer stock hides the gap.

    • Throughput and cost are measured after the fact

      Yield, waste and downtime are reconstructed from paperwork, so improvement work starts from stale numbers.

    Goal: One plan from demand to despatch, and a live view of how the site is running against it.

    • Demand, planning and execution on the same record as the formula and the stock.
    • Live yield, waste and downtime captured as the work happens.
    • Batch records and release built into execution rather than after it.

    Modules that do the work

    Demand PlanningProduction PlanningMESInventory ManagementWarehouse ManagementERP

    Ingredient providers

    Core fit

    You sell ingredients with technical know-how attached: application formulations, samples, SDSs and documentation packs.

    What goes wrong today

    • Runs are planned around what's actually in stock

      Blending and repackaging schedules depend on raw material lots, and nobody trusts the stock figure they're planning from.

    • Traceability across every batch

      Lots move through blending, QC and repack, and tracing one back to source takes an afternoon.

    • Customer audits ask for evidence you can't produce quickly

      Every brand and distributor audits you differently, and the records are spread across the site.

    Goal: Plan from trusted stock, and trace any lot through the site in minutes.

    • Lot-level traceability tied to the batch record, from goods-in to despatch.
    • Planning and execution on one record, so schedules survive a late delivery.

    Modules that do the work

    Inventory ManagementMESWarehouse ManagementQMSERP

    Where we stop

    What Worldover doesn't do,said plainly.

    Willow finds answers, prepares work and routes decisions using the live operating record. Material actions remain governed by permissions, approvals and audit history.

    • Regulatory horizon scanning
    • Standalone portfolio impact assessment as a regulatory service
    • Chemical registration management or registration submissions
    • Regulatory consultancy
    • Molecule, drug or novel-material discovery
    • Fundamental scientific research tooling
    • A replacement for specialist scientific instruments
    • Uncontrolled or autonomous AI actions in regulated operations

    Other functions

    The same recordruns the rest of the business.

    Request a demo

    See operations running on one record

    Give us 30 minutes. We'll show you exactly how Worldover would deploy in your business, with your processes, your data and your guardrails.

    • A live tour of the platform and Willow
    • Custom modules mapped to your workflow
    • Typically replaces 4–7 point solutions

    Start with your work email.

    One field to begin. A few short details on the next step, then we'll send a calendar link.

    By continuing you agree to be contacted by Worldover. We'll never share your details.