Stop chasing paperwork. Here's exactly how it works, step by step.
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Sample workflow — Manufacturing & Production

How a shift log becomes a verified accounting record

Follow one production shift from the moment it's logged on the floor to the moment it lands, checked and correct, in your costing records.

1

Entry logged at shift close

At the end of a shift, the supervisor records output, downtime, and any rejected units — the same way they already do it today, just typed instead of written.

Example — Line 3 — 1,240 units produced, 3 rejected, no downtime.
2

Double-checked against the machine's own count

Karyaa.AI compares the entry against the line counter or machine log for that shift. If the numbers line up, it moves straight through.

Example — Machine count: 1,238 units. Difference: 2 units — within the usual range.
3

Mismatches flagged to a supervisor

If a number falls outside the expected range, it doesn't get quietly accepted — it's sent back to a supervisor with the exact difference, so a quick decision can be made.

Example — If the gap had been 90 units instead of 2, it would be flagged for review before moving on.
4

Verified record synced to accounts

Once confirmed, the shift record posts straight into your costing and inventory records — no one has to re-type it into another spreadsheet.

Example — Costing for Line 3, Shift B updated automatically. Audit entry filed.
Before Karyaa.AI
  • Shift registers filled in by hand, collected at week's end
  • Rejections and downtime often estimated from memory
  • Costing team re-types numbers from paper into the system
With Karyaa.AI
  • Every shift logged the same day, in the same format
  • Rejections and downtime recorded against the exact batch
  • Costing updates automatically — no re-typing, no delay

Want to see this running on your own data?

Book a short walkthrough and we'll show this exact flow using an example close to your business.

Book a demo