Problem
Disconnected systems
ERP, CRM, PIM, ecommerce and spreadsheets all hold pieces of the same picture. People spend their day bridging the gaps by hand, and AI projects fail because the underlying flow is brittle.
What this problem looks like
The same record exists in three systems with three slightly different versions.
Manual exports and imports between tools every week.
AI pilots that work in isolation but cannot be put into the real workflow.
Why it costs time and control
Disconnected systems hide what is happening, slow every workflow that crosses them and undermine reporting. They also limit what AI can usefully do.
Where the workflow usually breaks
- No agreed ownership of shared records.
- Integrations exist but are fragile or undocumented.
- Different teams trust different sources.
How AI can help without over-automating
AI is most useful once the right information flows reliably between systems. The work usually starts with practical integration and data quality — not a model. Once flows are reliable, AI can pull, summarise, draft and route information across them.
Systems usually involved
- ERP
- CRM
- PIM
- WMS
- Ecommerce platforms
- Spreadsheets
- Reporting tools
What value looks like
Fewer manual exports, cleaner shared records, faster end-to-end workflows and AI work that can actually be deployed.
Where this connects