Worldover, AI operating system for substance-based businesses

    Buyer's guide

    Best lot traceability softwarein 2026.

    Lot traceability is easy to claim and hard to prove. Most systems can record a lot number. Far fewer can tell you, in minutes, every finished batch a raw material lot went into, every customer who received it, and whether a quarantined lot is still sitting in next week's plan. This guide compares the main options for batch manufacturers, including where Worldover isn't the right fit.

    Last reviewed by the Worldover regulatory team.

    Quick answer

    For batch manufacturers in cosmetics and chemicals that want traceability on the same record as planning, quality and regulatory data, Worldover is the strongest choice in 2026. Datacor suits chemical businesses wanting a chemical-specific ERP, SAP suits large multinationals, NetSuite suits finance-led businesses, and Fishbowl and Katana suit smaller manufacturers with simpler products.

    See Worldover MRP

    Methodology

    How we ranked them

    1. 1.Forward and backward trace

      From one raw material lot to every finished batch and customer, and back again, in one search.

    2. 2.Recall speed

      How long a mock recall takes, start to finish, without exporting to a spreadsheet.

    3. 3.Lot status governs planning

      Quarantined, blocked and expired lots kept out of the plan and off shipments automatically.

    4. 4.Batch reality

      Part-drums, splits, rework, potency and expiry handled without workarounds.

    5. 5.Documents on the lot

      CoAs, SDSs and batch records attached to the lot they describe.

    6. 6.Total cost over three years

      Licences, partner fees, integrations and add-ons together.

    The best lot traceability software in 2026, ranked

    Ranked for batch and formulated-product manufacturers. Price bands are indicative annual ranges and vary with users, sites and modules.

    1. 01

      Worldover

      Our pick
      Best for
      Cosmetics and chemicals manufacturers wanting traceability on the same record as MRP, quality and regulatory
      Approach
      AI operating system with MRP, ERP, QMS and regulatory modules. Every lot carries its status, CoA and history, and Willow flags affected batches for people to approve
      Indicative price band
      From around $5k a year for a single module, with the full platform priced around your modules, sites and users
      Typical time to live
      12-to-16-week Phase 1, then modules added as you need them

      Wrong for: Discrete assembly manufacturers and very large multinationals standardised on SAP

    2. 02

      Datacor

      Best for
      Chemical manufacturers and distributors wanting a chemical-specific ERP
      Approach
      Chemical industry ERP with lot tracking, formula management and compliance features
      Indicative price band
      Tens of thousands to $200k+ a year
      Typical time to live
      Six to twelve months

      Wrong for: Cosmetics manufacturers and teams wanting regulatory authoring on the same record

    3. 03

      SAP S/4HANA

      Best for
      Large multinational groups with in-house SAP capability
      Approach
      Enterprise ERP with batch management and traceability across plants
      Indicative price band
      $250k to several million a year, including partners
      Typical time to live
      12 to 36 months

      Wrong for: Mid-market manufacturers without an SAP team or programme budget

    4. 04

      Oracle NetSuite

      Best for
      Finance-led businesses with lighter production
      Approach
      Cloud ERP with lot and serial tracking, manufacturing via add-ons and partners
      Indicative price band
      $40k to $250k a year
      Typical time to live
      Four to nine months

      Wrong for: Complex batch production with potency, rework and quality release

    5. 05

      Fishbowl

      Best for
      Small manufacturers on QuickBooks
      Approach
      Inventory and light manufacturing with lot and expiry tracking
      Indicative price band
      Low thousands to tens of thousands a year
      Typical time to live
      Weeks to a few months

      Wrong for: Regulated batch manufacturers needing quality release and documents on the lot

    6. 06

      Katana

      Best for
      Small and growing makers with simple recipes
      Approach
      Cloud MRP with batch tracking, easy to set up
      Indicative price band
      Low thousands to tens of thousands a year
      Typical time to live
      Days to weeks

      Wrong for: Formulated products with regulatory, CoA and multi-site needs

    7. 07

      Spreadsheets

      Best for
      Very small operations with a handful of lots
      Approach
      Lot numbers recorded by hand across sheets
      Indicative price band
      Low, until a recall
      Typical time to live
      Same day

      Wrong for: Anyone who may need to prove a trace to a customer or regulator

    Price bands are indicative annual ranges for a mid-sized deployment, based on publicly available pricing and typical market deals. Verify against each vendor's own quote. All trademarks belong to their respective owners.

    Best Lot Traceability Software (2026): 7 Options Compared

    What is lot traceability software?

    Lot traceability software records which raw material lots went into which finished batches, and where those batches went. Done well, it answers two questions in seconds: where did this come from (backward trace), and where did it go (forward trace). That's what you need for a recall, a customer complaint, a retailer audit or a regulator. For the product view, see lot traceability and recall software.

    Why traceability belongs in your MRP

    Traceability that sits in a separate system tells you what happened. Traceability inside MRP stops the wrong thing happening. If a raw material lot is quarantined, the plan should stop using it before anyone weighs it out.

    That's why Worldover runs traceability on the same record as MRP for cosmetics manufacturers and MRP for chemical manufacturers, with quality release and documents attached to every lot.

    Free download

    The 2026 and 2027 cosmetics deadline calendar

    Every dated EU, UK and US obligation in one PDF: MoCRA, CLP, PPWR, fragrance allergens, microplastics and more. Updated as dates move.

    How to test lot traceability software

    1. Run a mock recall live. Pick a raw material lot and time how long it takes to find every customer.
    2. Block a lot mid-demo. Check it disappears from the plan and from picking.
    3. Split a part-drum. Make sure both halves keep their history.
    4. Ask for the documents. The CoA and batch record should be on the lot, not in a shared drive.
    5. Price three years, not one. Licences, partner days, integrations and upgrades.

    Worldover for this

    Need traceability you can prove?

    Worldover traces every lot from receipt to customer, and keeps blocked lots out of the plan automatically. 125+ enterprise customers.

    See MRP with lot traceability

    Meet Willow

    The AI connective tissue that flows through the entire operating system.

    Meet Willow
    125+
    Enterprise customers across cosmetics, chemicals and supplements
    4 to 7
    Point systems typically retired, most within 6 months of go-live
    12 to 16 weeks
    To a live Phase 1, not a multi-year programme
    1 record
    Per substance, everywhere it appears

    See Worldover on your operation.

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    Common questions

    What teams askus most.

    Free download

    The 2026 and 2027 cosmetics deadline calendar

    Every dated EU, UK and US obligation in one PDF: MoCRA, CLP, PPWR, fragrance allergens, microplastics and more. Updated as dates move.