What a 500-person beauty brand should look for in an operations platform.

Below 100 people, a beauty brand runs on Shopify, a 3PL portal, a few shared sheets and a regulatory consultant on retainer. It works because the founders still know every SKU by hand and the regulatory burden is a handful of markets.

Around 500 people, four things break at once. You sell into ten or more regulatory regimes. You have a portfolio of two or three hundred live SKUs, with a long tail of limited editions and influencer drops. You have multiple contract manufacturers, each with their own data formats. And you have a finance team that needs cost roll-ups, gross margin by SKU and inventory accuracy that the founder's spreadsheet cannot produce.

At this size, a brand typically owns three to five disconnected tools (a PLM, an ERP, a regulatory point tool, a 3PL portal and a retail compliance system) and a junior ops hire whose entire job is the spreadsheets that paper over the gaps. The cost of that integration tax usually exceeds the licence cost of any platform you might buy.

1. A single product master. The platform should hold one record per SKU that joins formulation (INCI, allergens, percentages), regulation (CPNP, SCPN, MoCRA status, banned and restricted lists by market), supply (BoM, suppliers, lead times, lot history) and finance (standard cost, landed cost, margin). If the demo shows you four screens to answer one question, that is your future.

2. Native cosmetics regulation. Generic PLMs market themselves as "configurable for cosmetics" by which they mean you will configure them. A platform built for beauty has the EU 1223/2009 annexes, the UK divergence, the MoCRA registration and adverse event flow, the Prop 65 list and the Health Canada hotlist tagged against substances out of the box.

3. AI that drafts work. The interesting question for AI in 2026 is not "can it summarise a document?" but "can it draft the customer declaration, the SDS, the CPNP submission, the reformulation proposal for me to approve?" Ask for live examples. Reject the ones where the AI only narrates a dashboard.

4. Integration depth. Your 3PL, your contract manufacturers, your retailer EDI partners and your Shopify or Centra storefront all need to be in the same conversation as your platform. Ask the vendor for the list of connectors live in production, not the list of integrations on the marketing site.

5. Time to value. The industry average for a mid-market beauty PLM or ERP implementation is 12 to 18 months. A modern platform should be live in three to six. If the vendor wants 18 months, you are paying for their consulting business, not their software.

6. Total cost of ownership. Add up licences, implementation, integration, the ops hire to run the spreadsheets between tools, and the opportunity cost of regulatory delays. The cheapest licence is almost never the cheapest platform.

The single biggest hidden cost at the 500-person mark is not the platform. It is the integration tax: the engineering and ops time to make the platform talk to the rest of your stack. Conservative benchmark: every meaningful integration is a six-figure project at a tier-one consultancy, and a 50,000 GBP ongoing maintenance commitment.

Brands routinely budget for three integrations (ERP, 3PL, e-com) and end up needing twelve (add: contract manufacturers, retail EDI, customs broker, regulatory consultant portal, marketing automation, finance close, BI warehouse, HR for production planning, lab informatics). A platform with a strong native integration story can compress that into a single quarter; without one, it is the work of a multi-year programme.

Demos are where vendors look strongest and platforms look weakest. The questions that cut through:

• "Show me one SKU with its formulation, CPNP submission, lot history and gross margin on a single screen, live, with no pre-staging."
• "When the SVHC candidate list updates next, what exactly happens in this system without anyone touching it?"
• "Show me three customer declaration formats, generated live, for the same SKU."
• "What is the median time-to-go-live for your last ten customers in our segment?"
• "Who is doing the implementation, your team or a partner? Can I speak to them today?"
• "What is the all-in five-year cost of ownership for our portfolio size?"

Vendors who deflect on these questions are telling you something. Vendors who answer them with live software, not slideware, are showing you something.

Three paths are open to a 500-person brand. Build is realistic only if you have a five-engineer team you do not need for the product. Assemble (best-of-breed PLM, ERP, regulatory, point tools) gives you the deepest individual modules but the deepest integration tax and the slowest decisions. Buy a single operations platform is usually the right answer at this size, but only if the platform genuinely covers the ground. If you find yourself buying a platform plus three point tools to fill the gaps, you have chosen badly.