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    Worldover, AI operating system for chemicals and cosmetics companies

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    Worldover vs Trace One, an impartial comparison.

    Straight answer up front. Trace One is retail-oriented PLM and supplier collaboration, built for retailers and private-label suppliers across many product categories. Worldover is a manufacturer's operating system, built specifically for cosmetics and specialty chemicals teams running formulation, manufacturing and deep regulatory work in one place. Different jobs, different tools.

    Quick answer

    Trace One is a retail-oriented PLM and supplier collaboration platform serving retailers and private-label manufacturers across food, non-food and cosmetics. Worldover is a manufacturer's operating system for cosmetics and specialty chemicals, with a substance-first data model, native regulatory coverage (PIF, CPSR, CPNP, MoCRA, REACH, CLP) and AI agents that draft the documentation from live data today. Choose Trace One for retailer-supplier data exchange across many categories. Choose Worldover for a purpose-built manufacturing and regulatory operating system in a substance business. Some teams use Worldover for internal operations and publish selected data into a retailer's Trace One portal.

    • Trace One: retailer PLM and cross-category supplier data exchange
    • Worldover: manufacturer operating system for cosmetics and specialty chemicals
    • Willow drafts CPSRs, SDSs, PIFs and customer packs from live data today
    • Native regulatory depth (PIF, CPSR, CPNP, MoCRA, REACH, CLP)
    • Can publish into a retailer's Trace One portal automatically

    Work email only to start. No calendar juggling, we come back within one business day.

    How this connects to Worldover

    Replacing five subscriptions with one system you actually run the business on?

    Worldover is the AI operating system for chemicals, cosmetics and supplement businesses. One platform, one data model, custom-built around each team.

    See how Worldover works

    How to choose

    If/then, in four lines.

    If you are...Then evaluate...
    A retailer coordinating hundreds of cross-category suppliers on specificationsTrace One
    A private-label manufacturer serving retailers that already run Trace OneTrace One for retailer exchange, plus Worldover for internal ops
    A cosmetics or specialty chemicals manufacturer running formulation, manufacturing and regulatoryWorldover
    A contract manufacturer or ingredient supplier that ships regulated documentation to customersWorldover

    Simplified positioning. Verify current capabilities directly with Trace One and through your own evaluation. Trace One is a trademark of its respective owner.

    Who each is built for

    • Trace One: retailers and private-label manufacturers across food, non-food and cosmetics, focused on specification management and supplier collaboration.
    • Worldover: cosmetics and specialty chemicals manufacturers, focused on running the operating loop (formulation, manufacturing, regulatory, customer documentation) on one substance-first system.

    Worldover and Trace One at a glance

    Based on publicly available product information from both vendors. Verify specifics against the vendor and your own evaluation.

    • Data model: Worldover is substance-first, formula and INCI native. Trace One is specification-first, industry-configurable.
    • Regulatory coverage: Worldover ships PIF, CPSR, CPNP, MoCRA, REACH and CLP native and current. Trace One offers compliance modules; depth varies by industry pack.
    • AI agents: Willow drafts CPSRs, SDSs, PIFs and customer documentation packs from live data today. Trace One's AI capabilities, based on public information, are more generic or in development.
    • SDS authoring: Native to Worldover in 40+ languages. Trace One relies on integration or partner tools.
    • Manufacturing and batch records: Worldover carries batch, QC, deviations and CAPA natively. Trace One focuses on specification and supplier data, with ERP integration expected.
    • Supplier collaboration: Trace One has deep retailer-oriented supplier collaboration. Worldover provides a supplier portal for CoA, SDS and declarations.

    Where Trace One fits

    Trace One's strength is retailer and private-label collaboration across food and non-food. If you are a large retailer coordinating hundreds of suppliers on product specifications and quality records, or a private-label manufacturer serving those retailers, Trace One has an established footprint.

    Worldover for this

    See a PIF, CPSR and SDS drafted from your own formula

    Bring one INCI list. In 20 minutes a Worldover specialist will build the product record, draft the PIF and CPSR with Willow, generate an SDS in one target language, and show a rough time-per-document contrast against what your team spends today. You leave with the drafts and a directional number for cycle time saved.

    Book a comparison demo

    Where Worldover fits

    Worldover is purpose-built for the substance businesses inside cosmetics and specialty chemicals. The data model, the regulatory coverage and the AI agents are all designed around the fact that a formula, a substance dossier, a safety report and a customer document are the same underlying data expressed differently. Manufacturers, contract manufacturers and ingredient suppliers use it as their operating system.

    FAQs

    Common questions.

    See Worldover on your operation.

    A 20-minute working session. Your SKUs, your customers, your documentation. No slide deck.

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    Worldover, AI operating system for chemicals and cosmetics companies

    The AI operating system for substances.

    ERP, PLM, QMS, CRM, SDS and more, all on one system. Built around the ingredients, formulations and regulatory context your business runs on.

    • 100% deployment success rate
    • Live in 3 months
    • 250+ enterprise customers

    Work email only to start. No calendar juggling, we come back within one business day.

    Used by industry leaders

    HUDA Beauty, Worldover customerICONIC London, Worldover customerThe White Company, Worldover customer
    WorldoverWorldover OS
    Portfolio · 4 sites · 24 markets
    + 1,186 more ingredients
    Substance record

    Citral

    CAS5392-40-5INCICitralEC226-394-6
    GHS07GHS09
    Stock on hand
    840 kg
    Reorder point
    200 kg
    Next batch
    RUN-4821 · 14 Aug
    • F-2214Rose Attar EDP45 kg18 Aug
    • F-2287Velvet Body Lotion22 kg22 Aug
    • F-2301Signature Shower Gel38 kg29 Aug
    Willow · your AI operator
    How's supply looking on Citral?
    Ask Willow across 1,190 ingredients...

    03 · What it replaces

    Eight systems become one record.

    This is what one system means in practice. Each of these is a tool you're paying for, integrating and reconciling today. On Worldover, they're modules on the same substance record with Willow working across all of them.

    ERP

    Finance, procurement, inventory and operations in one data model.

    PLM

    Formulation, specs, versioning and change control from concept to shelf.

    QMS

    CAPA, deviations, audits and supplier quality without disconnected modules.

    CRM

    Customer relationships, orders and commercial data tied to the product record.

    LIMS

    Testing, specifications, batch release and COA management in the same workflow.

    Regulatory tools

    Ingredient restrictions, registrations, notifications and global filing status in one view.

    Compliance tools

    REACH, GHS, CLP and other substance rules checked against your live product data.

    Document authors

    SDS, PIF, dossiers, CoA and labels generated from the same source of truth.

    04 · What changes

    What happens when eight systems become one record.

    This is the payoff. A different way of running the business: faster answers, automatic compliance, and AI that understands what you make.

    Find any answer in seconds.

    One search across formulations, batches, regulations, suppliers and customers. No more opening six systems to answer a single question.

    Regulation changes update every product automatically.

    When a restriction or threshold changes, Worldover shows every affected SKU, batch and market instantly. No manual impact assessments.

    Trace any substance to its shelf.

    Full genealogy from raw material to finished good. Recall one lot, one ingredient or one supplier without switching systems.

    Willow knows what you actually sell.

    AI grounded in your product data, not a generic model. Ask about a substance, a batch or a dossier and get answers that make sense.

    No more reconciliation between teams.

    Formulation, quality, regulatory and commercial data share one source of truth, so teams stop chasing documents locked in one person's inbox. Everyone works from the same record without copy-paste or cross-checks.

    Go live in weeks, not years.

    The data model already understands substances, batches and regulations. That is why deployments happen in a quarter, not a transformation programme.

    See what one record looks like in your business.

    Get a live walkthrough mapped to your products, your processes and your regulatory markets.

    Get a live walkthrough

    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.

    Book a demo

    See Worldover in action today.

    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.