Supplier Data Is Where PIM Projects Fail — Before the Project Even Starts
Replatforming
Architecture
Enterprise
Retail
March 24, 2026
Yassine.F
E-commerce Replatforming: The Risks Nobody Puts in the Project Plan
Replatforming looks simple on a roadmap. It isn't. We walk through the risks that catch 60% of projects off guard.

The Failure Rate and Hidden Costs
60% of e-commerce replatforming projects experience major failures or significant budget/timeline overruns. The visible costs are bad enough:
- Platform license: £200k–£500k
- Implementation: £300k–£1m
- Data migration: £100k–£300k
The hidden costs are worse:
- Downtime and revenue loss: £200k–£500k (48–72 hours cutover)
- Data loss and rework: £100k–£300k (customer records, order history, product attributes)
- SEO penalties: £150k–£500k (6–12 month traffic recovery from migration issues)
- Customer acquisition on new platform: £50k–£200k (reprogramming integrations, retraining staff)
- Extended go-live delay: £300k–£1m (project overhead, staff costs, deferred benefits)
Total: you budget £600k–£2m and spend £1.2m–£3.5m.
The Real Risks Nobody Plans For
1. Data Migration Complexity
Your current platform has 5–10 years of messy data: duplicate customer records, malformed product attributes, incomplete order history. A replatforming project doesn't fix this. It has to move it.
Data migration typically costs 15–30% of the total implementation budget. Most projects budget 5%.
- Customer deduplication: costly and error-prone
- Product data normalization: manual work (no automation tooling exists)
- Historical order mapping: often incomplete or skipped
- Custom field migration: one of the hardest problems in replatforming
2. Integration Rework
You have 8–12 integrations connected to your current platform (PIM, WMS, CRM, accounting, analytics, payment gateways). Every integration must be reconfigured for the new platform. This isn't a config change. It's rework.
Plan 4–8 weeks of integration rework per major system. Budget $30k–$100k per integration.
3. Payment Gateway Cutover
This is the most dangerous part of any replatforming project. A payment system failure during cutover can cost £50k–£100k in lost transactions, chargebacks, and PCI audit rework.
Mitigations:
- Run payment systems in parallel for 2 weeks after cutover
- Implement fallback routing (if new system fails, route to old system)
- Test with actual payment processors, not sandbox environments (they behave differently)
4. SEO Disaster
URL structure changes, metadata mapping errors, redirect setup failures—these happen in 70% of replatforming projects. Google will penalize you for 3–6 months if you get redirects wrong.
Impact: 20–40% organic traffic loss for 6–12 months = £150k–£500k lost revenue (for a mid-market retailer).
Mitigation:
- Map all old URLs to new URLs before cutover
- Set up 301 redirects for every URL that changes
- Submit redirect plan to Google Search Console before launch
- Monitor ranking positions daily for 4 weeks post-launch
5. Testing Never Catches Everything
You'll test in staging. Real-world usage patterns will break things your tests didn't anticipate:
- Cart abandonment: customer starts checkout at 11:55 PM, completes at 12:05 AM (after your nightly batch process runs)
- Concurrent checkout: 5 customers buy the last item simultaneously
- Regional payment variations: your test card works in the US but fails for European BIN ranges
- Browser edge cases: Safari doesn't support a specific JavaScript API your theme relies on
Budget for 2–4 weeks of live production incidents before the system stabilizes. Staff those incidents 24/7.
The 60/40 Rule of Replatforming
60% of a replatforming project budget goes to data, integration, and testing. 40% goes to the platform and implementation services. Most organizations reverse this assumption and underfund the hard parts.
When NOT to Replatform
Before you start a replatforming project, ask:
- Is the current platform blocking your revenue growth? (If not, optimization might be cheaper.)
- Can you achieve 70%+ of the business case by fixing the current platform instead? (Often yes.)
- Do you have 12–18 months of executive patience for a potentially overrun project? (If not, don't start.)
- Have you allocated 40%+ of budget to data and integration? (If not, you're underfunded.)
Key Takeaways
- 60% of e-commerce replatforming projects fail or overrun 100% on budget and timeline
- Hidden costs (downtime, data loss, SEO penalties) often exceed the visible implementation cost by 2–3x
- Data migration and integration rework are chronically underfunded. They should consume 40–60% of budget, not 10–20%
- Payment system cutover is the highest-risk phase. Run systems in parallel and plan for fallback routing
- SEO migration mistakes cost £150k–£500k in lost organic traffic over 6–12 months
What to Do Now
If you're considering replatforming, run a data and integration audit first. Quantify the data migration cost and integration rework before you commit to the project. If data migration alone is 40%+ of your budget, reconsider whether optimization of the current platform might deliver better ROI.
If you do replatform, allocate 40%+ of budget to data, integration, testing, and risk mitigation. The platform and implementation services can wait. The hard parts can't.
Need a replatforming partner? We've led 20+ e-commerce replatforming projects for enterprise retailers and DTC brands. See our enterprise data and systems consulting scope, or book a discovery call directly.
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