Worldover, AI operating system for substance-based businesses

    Manufacturers · Cosmetics

    See what a formula change affects, before the batch runs.

    Formulation, cost and capacity run on one record in Worldover, so every quote matches what you can actually make.

    Today

    You put 1,000kg in and got 963kg out, and nobody can say how much of that is residue and how much is a mis-weigh.

    Formula, cost sheet and launch plan are maintained separately, raw material prices move and the cost sheet doesn't, so margin is calculated on stale numbers and yield loss is found after the fact.

    With Worldover

    Worldover connects the formulation, live raw material cost, works orders, lot capture, yield and the compliance screen on one record.

    You can see cost per unit built from real material, labour and yield data.

    The problem

    Why the work is slow today,and what's actually causing it.

    What the working day looks like now

    • 01The formula record, the cost record and the launch plan are maintained separately, so a change in one is found late in the others.
    • 02Stability, compatibility and challenge tests run for months, tracked outside the formulation, and surface only when a launch slips.
    • 03If the smallest vessel is 1,000kg you make 1,000kg, so a problem at the end costs a batch, not a unit.
    • 04Which lot went into which batch is recorded by hand, and FEFO picking runs on trust.
    • 05Materials expire in a location nobody checked, and get written off.

    Why the current stack creates the problem

    • Screening happens at a point in time and then the formula moves on, so compliance breaks quietly.
    • PIFs, declarations, allergen statements and labels are rebuilt by hand every time they're asked for, per market.
    • Integration is a person exporting a CSV, which is also why master data is full of duplicates nobody dares delete.
    • Cost per unit is a guess, because yield, labour and material cost sit in different systems.

    The cost of doing nothing

    Cash stays tied up in inventory and quarantine, margin per unit stays a guess, and a quiet compliance break gets found by a customer rather than by you.

    How Worldover changes the workflow

    • Formulation cost is built live from raw material inputs and currency, so margin is current.
    • Trials, versions and test results sit on the formulation record, and stage-gates stop anything reaching production unapproved.
    • Works orders stage materials and capture lots at picking, with electronic batch records, in-process checks and dual signatures.
    • Change control runs an impact assessment before the change, not after, and declarations and labels are generated from the live formula.

    Build your setup

    These are the modules we typicallyoffer to cosmetics manufacturers.

    Own-product manufacturers carry R&D, production and commercial in the same P&L, so the priority is a connected record from formula to released batch to margin.

    Configuration
    2 modules selected13% complete
    See my setup

    Starting from IT. We've pre-selected the modules that function runs on. Add or remove anything below.

    01

    R&D / PLM

    The product and formulation foundation. Where most customers start, because everything else reads from it.

    Recommended

    PLM

    The product record with a full BOM across formulation, components and artwork, so a change is assessed before it reaches the floor.

    See it for cosmetics manufacturers
    Recommended

    R&D Lab Software

    Formulations with live cost, regulatory screening and generated declarations, rather than a cost sheet built last quarter.

    See it for cosmetics manufacturers

    QMS

    Change control, CAPA, training and document control with 21 CFR Part 11 records.

    See it for cosmetics manufacturers

    Testing Management

    Protocols, schedules and results feeding the release decision directly, so batches stop waiting on a spreadsheet.

    See it for cosmetics manufacturers

    Packaging Specification

    Component specs, artwork versioning and PPWR and EPR reporting on the packaging you ship.

    See it for cosmetics manufacturers

    CRM

    Customer accounts and pipeline sitting next to the products and orders they relate to.

    See it for cosmetics manufacturers

    AI Agents

    Automate supplier document collection, extraction and generation rather than adding headcount.

    • Credit-based usage
    • Monthly credit subscription
    • Upfront migration packs
    In your setup

    SDS Authoring

    Automated SDSs across GHS revisions, languages and jurisdictions.

    Only if: Your products are classified as hazardous or you ship chemicals to business customers.

    See it for cosmetics manufacturers

    Supplier Portals

    Suppliers maintain their own documentation inside your system.

    Only if: You have enough suppliers that chasing documentation is somebody's job.

    See it for cosmetics manufacturers
    02

    MRP / MES

    Making and moving the product. Batch execution, planning, stock and the warehouse.

    Recommended

    MES

    Electronic batch records with in-process checks, dual signatures and lot traceability, because a failed batch is the whole vessel.

    See it for cosmetics manufacturers

    Inventory Management

    Stock, purchasing and supplier management in one place, with AI order-quantity recommendations across MOQs and pack sizes.

    See it for cosmetics manufacturers

    Production Planning

    Scheduling from real machine, labour and material availability, with allergen-based sequencing for changeovers.

    See it for cosmetics manufacturers

    Warehouse Management

    Locations, scanned movements and FEFO picking, so expiries don't become write-offs.

    See it for cosmetics manufacturers

    Demand Planning

    Forecast from real sell-through and feed proposed manufacturing jobs straight into the plan.

    See it for cosmetics manufacturers
    03

    ERP

    The financial backbone, running on the same substance-aware records.

    ERP

    Finance on the same records as production, so cost per unit is a number rather than an estimate.

    • General ledger
    • Accounts payable
    • Accounts receivable
    See it for cosmetics manufacturers

    FP&A

    Budgets, rolling forecasts, variance analysis and scenario planning built from live cost.

    See it for cosmetics manufacturers

    What we wouldn't sell you

    • Quote Management: Bespoke BOM quoting is a contract manufacturing problem, not an own-product one.

    Your setup

    ERP + AI Agents

    Add one more workflow to see how these three connect into a working system.

    Worldover's most useful combinations need at least three connected modules. Pick another card to reveal the workflow.

    Take this setup with you

    Get your setup as a PDF.

    The modules you've selected, what each one covers and how they connect, written up as a document you can share internally.

    Worldover supports connected regulatory workflows, product documentation, approvals and the operational data behind them. It isn't a regulatory consultancy service.

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

    2 selected

    See your setup

    Common questions

    What cosmetics manufacturer teamsask us most.

    The questions that come up in nearly every conversation, answered plainly.

    Can we see true cost per unit?

    Cost is built from live formulation inputs, labour and recorded yield, so the number reflects what the batch actually consumed rather than what the cost sheet assumed.

    How does lot traceability work?

    Lots are captured at the point of picking and held against the batch record, so forward and backward traceability for a recall is a query, not a reconstruction.

    Do we have to adopt everything at once?

    No. Own-product manufacturers usually start with the product record and the lab, then add planning, batch records and warehouse in sequence.

    Will it handle yield reconciliation?

    Yes. Input, output, residue, samples and losses are recorded against the works order, so the difference is visible and attributable rather than absorbed.

    Cosmetics manufacturers: the questions people search

    What software do cosmetics manufacturers need?
    Cosmetics manufacturers typically need formulation and PLM, MRP or ERP for planning and stock, quality management for batch release, and regulatory tooling for PIFs, CPNP or SCPN notifications and claims. Running them as separate systems forces the same formula, component and batch data to be re-keyed, which is why an operating system that holds one product record underneath all four is usually cheaper and faster than integrating four tools.
    How do cosmetics manufacturers manage Product Information Files?
    The Responsible Person keeps the PIF at their declared address for ten years after the last batch is placed on the market, containing the product description, signed CPSR, manufacturing method and GMP statement, claim substantiation and animal testing data. It stays valid only if it's regenerated from the live formula, supplier and label records rather than assembled once as a set of PDFs.
    What replaces spreadsheets for cosmetics batch records?
    Electronic batch records replace spreadsheets by capturing the formula version, materials issued, in-process checks, deviations and release decision against the batch itself. The practical test is whether you can retrieve every batch made from one formula version, with its certificates of analysis, in seconds rather than reconstructing it from files.

    The connected system

    When your systems work together,AI can finally be useful.

    Worldover is built as one operating system. The best version isn't a collection of modules; it's one record for every substance, product, batch and customer. Willow doesn't replace expert judgment. It removes the searching, re-keying and chasing that slow your teams down.

    See the AI operating system

    Go deeper

    Resources for cosmetics manufacturer teams

    Request a demo

    Tell us where the friction sits today and we'll map the Worldover setup that removes it.