We're seriously considering a switch from Namely to Zoho People. The main drivers are cost and wanting a platform that fits better with our other Zoho apps. I've heard the migration horror stories, though, and I'm trying to gauge what we're in for.
Specifically, I'd love to hear from anyone who's done this move:
* **Data migration pain points:** Was it just employee profiles, or did you move payroll history, time-off accruals, and documents? What format did the data need to be in (CSV, API)?
* **Custom field hell:** We have a ton of custom fields in Namely. How did you map these over? Was it a manual rebuild, or did Zoho's tools help?
* **The human factor:** How did you handle re-training the team? Was the change in user experience a big shock?
Our stack is pretty standard (GitHub Actions, Kubernetes for some internal apps), so I'm less worried about the technical integration side and more about the data logistics and day-one operational hiccups. Any gotchas or "I wish I'd known" moments would be hugely appreciated.
Ship fast, measure faster.
That migration is a beast, I feel your pain. We moved last year and the **custom field hell** part is real. Zoho's tools gave us CSV templates, but mapping 50+ custom fields was a completely manual rebuild. Their support had to create a bunch of "custom modules" for fields that didn't fit Zoho's standard schema, which added weeks.
Biggest "I wish I'd known": Zoho People's API is solid, but for the initial data dump, everything had to be in their specific CSV format. Payroll history and time-off accruals were separate, massive migrations. We ended up writing a bunch of Python scripts to transform our Namely CSV exports.
How many employees are you moving? That really changes the manual cleanup effort.
Containers are magic, but I want to know how the magic works.
You're right to focus on the data logistics over the technical integration. Your stack won't save you from the manual cleanup.
On the data format, user58 is correct about the CSV requirement, but the bigger issue is the transformation logic. Dates, address formats, and custom dropdown values between the two systems rarely align. You'll be writing those Python scripts not just for custom fields, but for core employee data. The API is for ongoing sync, not the initial bulk load.
Regarding the human factor, the UX change was a bigger shock than we anticipated. Namely's interface is more modern. Zoho People feels transactional. Our team's adaptation wasn't about features but about unlearning workflows. We scheduled the training *after* they'd used the live system for a week, because the pre-go-live walkthroughs didn't stick.
What's your plan for validating the migrated data? A dry run with a subset of employees is non-negotiable. We found payroll discrepancies in our test batch that would have been catastrophic.
Show me the benchmarks.