Handwritten timesheets read by Netcoder AI

AI timesheet processing

Every week, piles of handwritten timesheets reach the office, and someone has to retype them, one line at a time, before payroll or billing. With our solution, a simple photo sent by email is all it takes: AI reads the sheet, even when it's handwritten, measures its level of confidence and imports the hours straight into your system.

How it works

  1. One photo, one email — The employee, supervisor or client takes a picture of the timesheet with their phone and sends it to a dedicated email address. No app to install, no form to change.
  2. AI reading — AI locates the sheet in the image and extracts every field: employee name, dates, start and end times, breaks, project or client, even when everything is handwritten.
  3. A confidence level for every field — Each value read gets a confidence level. The hours are also checked against your rules, for example whether the hours entered match the daily total.
  4. A human only when in doubt — When confidence is high enough, the data goes straight through. Otherwise, the sheet is put on hold: the image of the field in question is shown with the proposed values, and one click settles it.
  5. Integration with your system — Validated hours are sent to your payroll, billing or scheduling system, with no re-entry.

Confidence that is measured, not promised

Reading handwriting is the easy part. The real question is knowing when the AI misread: the 1 that looks like a 7, the 3 mistaken for an 8, a crossed-out time. Faced with these cases, a single AI gives an answer with the same assurance as for everything else, and a silent payroll error is costly.

Our approach: have the same sheet read by two AIs from different providers, then compare their answers field by field. When they agree, the data is reliable. When they differ, a human decides. No one rereads the whole pile: only the few doubtful fields are reviewed. The error rate stops being invisible and becomes measurable. See how AI can read handwriting with confidence.

The benefits for your organization

  • No more manual data entry — Your team no longer retypes timesheets. They focus on the few doubtful cases and on their real work.
  • Fewer payroll and billing errors — Every value is checked, and doubts are flagged instead of going unnoticed.
  • Payroll and billing on time — Sheets are processed as soon as they arrive, not on the eve of the deadline.
  • Your forms stay the same — No new software to impose on your employees or clients: they keep filling in their paper sheet as before.
  • Fast deployment — Projects like this are delivered in a few weeks, from analysis to production.

Who is it for?

  • Staffing agencies — Timesheets signed at each client's site, for dozens of replacement workers, to be processed quickly for payroll and billing.
  • Home care and home services — Visit hours recorded on the road, far from the office.
  • Construction, maintenance and security — Teams on job sites or at client locations who still fill in their sheets by hand.
  • Any business with field employees — See also our AI agent by text message for your mobile employees.

Integrated with your systems

We connect the solution to the system you already use: payroll, billing, scheduling or in-house software. The AI never enters your systems: it goes through a narrow gateway that only exposes what is needed. See letting AI act without giving it access to your systems.

A turnkey solution, developed here

Netcoder handles the project from analysis to hosting: we study your timesheets and your rules, configure the reading and the checks, integrate the solution with your system and provide ongoing support. Our solutions are hosted in Canada and designed with Quebec's Law 25 in mind.

Would you like to stop retyping your timesheets? Let's talk about your project: book a meeting or write to us for a quote.