Every cell, every cycle, one record
Cyclers, thermal chambers, BMS and EIS on one timeline, from first coin cell to pack validation.
Cycle data that keeps up with the cyclers
When hundreds of channels cycle for months, review has to happen as the data lands rather than when someone finds time to export it.
Reports at every checkpoint
Capacity, resistance and temperature roll into a summary at each checkpoint, ready before the next step starts.
Find the weak cell early
Trend capacity fade and internal resistance across every cell and flag the outlier long before end of life.
One failure, every pack checked
Search every cycle for the same signature and see whether it is one cell, one lot or the design.
Tests that run for months record to a local spool on the bench, connected or not, and sync into one shared record.
One platform, first prototype to fleet
The record built in development carries into validation and operations — nothing starts from scratch.
Connect the first article, name channels once, and start recording at full rate from day one.
Run sequences, check redlines as data lands, and hand the review board a traceable report.
Every unit records to a local spool, connected or not, and syncs into one shared record.
Search every run for one signature. Turn one incident into a coverage set or a training set.
What teams get back
Cross-cell trending finds the cell that is fading faster while it is still a test result, not a field return.
Months of cycling stay searchable at full rate, so a late failure can be traced back to its first sign.
Cycling that reports for itself
Every cycle writes its own record. Phloem turns cycler files into one history the whole team can search.