Worldover, AI operating system for substance-based businesses

    The product, in full

    What is Worldover?

    Quick answer

    Worldover is the AI operating system for substance-based businesses.

    It replaces ERP, MRP, PLM, QMS, LIMS, regulatory and operational tools with a single substance-aware system. One that's built around the way your team actually works, with an AI colleague called Willow operating inside your live data.

    point systems typically retired
    4 to 7point systems typically retired
    to go live, not years
    Weeksto go live, not years
    industry leaders already on board
    250+industry leaders already on board
    per substance, everywhere
    1 recordper substance, everywhere

    The short version

    Everything you do is regulated, yet your software is built for generic products.

    That mismatch is the hidden cost. A restricted CAS number, an allergen status or a new California rule means opening five systems and reconciling the same ingredient by hand.

    Worldover fixes the model first. Every substance, formulation, batch, test and document lives on one record, so a change propagates everywhere it matters.

    Operations and AI sit on top of that record. Formulation, manufacturing, quality, regulatory and commercial work all read the same data, with Willow acting inside it rather than chatting across it.

    The question that takes days

    “Which finished products contain this ingredient, which of them ship to California, and which SDS need reissuing now the classification has changed?”

    In most companies the answer sits across an ERP, a formulation tool, a quality system, a testing log and a shared drive, each holding a different version of the same substance. The cost isn't the licences. It's the specialist rebuilding the same dossier by hand, the launch that slips while two ingredient lists are reconciled, and the recall risk in a spreadsheet nobody owns.

    Bolting a chat assistant onto that stack doesn't help, because there's no coherent record for it to reason over.

    5+systems to reconcile
    Daysto answer one question
    1record on Worldover

    What Worldover replaces

    Six systems that disagree, or one that doesn't.

    Today

    • ERP/MRPOrders and stock, blind to chemistry.
    • PLM or formulation toolRecipes in their own database.
    • R&D / NPDProject briefs, lab notebooks and handovers in another silo.
    • QMSDeviations and CAPAs, disconnected from the formula.
    • LIMSResults that never reach the dossier.
    • Regulatory folderDossiers, SDS and labels in spreadsheets.

    On Worldover

    • One substance masterCAS, INCI, hazards and statuses as first-class data.
    • Formulation and productionRecipes, batches and stock on the same record.
    • R&D / NPDBriefs, experiments and product handovers on the same record.
    • Quality and testingDeviations, CAPAs and results attached to the batch.
    • Regulatory, liveMarket rules applied to substances, not stored as documents in a folder.
    • Willow, inside itReads, drafts and acts under human approval.

    The architecture

    Four layers, one record.

    Data, regulatory rules, operations and AI all read the same substance-aware record. That's why a change to one ingredient propagates to every product, document and market that depends on it.

    See how the layers work

    The four layers of Worldover

    • 1Data layer: the substance recordEvery ingredient, formulation, batch, test and document on one record, with CAS, INCI and hazard data as real fields.
    • 2Regulatory layer: the rules on topMoCRA, REACH, CLP, CPNP, PPWR and TSCA applied to that record, so restrictions surface against your actual products.
    • 3Operations layer: the daily workR&D / NPD, formulation, production, quality, testing and commercial work all running on the same data.
    • 4AI layer: WillowReads the live record, drafts documents and takes routine actions under human approval.

    All four layers read and write the same substance record. Change it once, and it's right everywhere.

    The AI layer

    Willow is much more than just a search box for your documents.

    It reads the same records your team reads, so answers cite your own data rather than a generic model of the world. Actions that change data go through human approval, and every step is logged.

    The full Willow picture
    • Which finished goods contain this newly restricted substance, with batch numbers attached.
    • Draft an SDS from the live formulation rather than a template.
    • Parse a supplier document and reconcile it against the ingredient record it belongs to.
    • Warn that a classification change has broken a label, before the label is printed.

    Backed by the world's best investors

    Chalfen Ventures, Worldover investor
    Index Ventures, Worldover investor
    Entrepreneur First, Worldover investor

    Enterprise-grade security

    SOC 2 certified

    SOC 2 certified

    Independently audited controls for security, availability and confidentiality.

    Request a demo

    See it against your own products.

    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
    • Your substances and formulations, not a canned demo
    • A straight answer on whether we're the right fit

    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.

    Questions, answered.

    Request a demo