Worldover, AI operating system for substance-based businesses

    Manufacturers · Supplements

    A potency change, traced to every label and batch.

    Formulation, potency, testing and label stay aligned, so you can ship faster without breaking the claim.

    Today

    The label says 500mg at end of shelf life, and the only evidence of the overage that makes that true is a spreadsheet.

    Active potency varies by lot, the overage was set once, stability runs for months, and the label claim was signed off before any of it settled.

    With Worldover

    Worldover connects the formulation, overage, incoming potency, stability results, label claim and cost on one product record.

    The claim on the label is evidenced by the data behind it.

    The problem

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

    What the working day looks like now

    • 01Raw material potency varies lot to lot, but the batch instruction and the cost sheet assume a fixed number.
    • 02Overages are set once and rarely revisited, even after stability data comes back.
    • 03Assay, dissolution, micro and heavy metals results are tracked outside the formulation they belong to.
    • 04Allergen, GMO, vegan and dietary statements are rebuilt for every retailer and market that asks.
    • 05Which lot went into which batch is recorded by hand, and FEFO picking runs on trust.

    Why the current stack creates the problem

    • Permitted actives, forms and maximum levels differ by market, and the claim wording rules differ again.
    • Claim, formulation and test result sit in three places, so a potency change breaks the label quietly.
    • Shelf life and expiry are managed in the warehouse, not against the claim the product has to hold.
    • Cost per unit is a guess, because overage, yield and labour are recorded in different systems.

    The cost of doing nothing

    You either over-dose actives you don't need to and give away margin, or under-dose and can't evidence the claim when a retailer or regulator asks.

    How Worldover changes the workflow

    • Formulation, overage, incoming potency and label claim per serving sit on one record, so the claim moves with the data.
    • Stability and analytical results attach to the formulation version they belong to, not a separate tracker.
    • Permitted actives, maximum levels and claim wording are screened per target market before launch.
    • Works orders capture lots and yield, so traceability and true cost per unit come from the batch, not an estimate.

    Build your setup

    These are the modules we typicallyoffer to supplements 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 supplements 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 supplements manufacturers

    QMS

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

    See it for supplements manufacturers

    Testing Management

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

    See it for supplements manufacturers

    Packaging Specification

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

    See it for supplements manufacturers

    CRM

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

    See it for supplements 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.

    Add to your setup

    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 supplements 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 supplements manufacturers

    Inventory Management

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

    See it for supplements manufacturers

    Production Planning

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

    See it for supplements manufacturers

    Warehouse Management

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

    See it for supplements manufacturers

    Demand Planning

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

    See it for supplements 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 supplements manufacturers

    FP&A

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

    See it for supplements 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 supplements 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.

    Supplements manufacturers: the questions people search

    What software do supplement manufacturers need?
    Supplement manufacturers need formulation and specification control with overage and potency handling, MRP for planning against actual assay results, quality management for GMP batch release, and label compliance for claims and nutrient declarations. The core requirement is that incoming assay results feed the batch calculation rather than being recorded after the fact.
    How do you handle potency and overage in supplement manufacturing?
    Potency is handled by holding the label claim, the assay result for each incoming lot and the overage rule on the same record, so the quantity issued to a batch is calculated from the actual active content. Doing this in spreadsheets is the usual cause of failed release testing and rework.
    What does FSMA 204 mean for supplement manufacturers?
    FSMA 204 requires traceability records with key data elements at critical tracking events for listed foods, retrievable in a sortable electronic format within 24 hours of a request. In practice that means lot-level links from receipt through processing to dispatch, held as data rather than assembled from paperwork.

    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 supplements manufacturer teams

    Request a demo

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