With WFH employees, the thing you most need to get right is where productivity tracking ends and surveillance begins. Measure too little and managers feel blind. Measure too much and employees feel watched. Below is how we suggest measuring WFH productivity while keeping the trust of your team.

The 3 things worth measuring

1. Active work hours (not "logged-in hours")

Logged-in time includes the 90 minutes the employee spent making lunch and watching news. Active work hours = time actually using work tools (typing, clicking, in meetings, scrolling work apps). That is the number that tells you how much work is happening. See: productivity attendance explained.

2. Output delivered

For developers that means commits, tickets resolved and PRs reviewed. For designers, assets delivered and iterations completed. For support, tickets closed and response times. For sales, calls made and deals moved forward. Output tells you more about productivity than hours ever will.

3. Response time within agreed windows

Is the employee reachable during their agreed online hours? Slow responses to legitimate work messages = pattern to address. 4am responses to non-urgent messages = also a pattern to address (burnout signal).

The 3 things NOT worth measuring

1. Continuous screen recording

Counterproductive. Creates surveillance theatre, hurts trust, generates terabytes of useless data, and rarely catches anything not already visible in output and active-hours data.

2. Webcam monitoring

Crosses the line for almost everyone. Acceptable only in specific high-security contexts (finance, defence) and even there with explicit consent.

3. Keystroke logging

Tracks the content of what is typed, not just the fact that input is happening. Privacy violation. The fact of input (which is what you want) is captured by active-hours measurement without the content.

The trust contract

For productivity tracking to work, both sides must understand:

What is measured (active hours, output, response times)
What is NOT measured (no keystroke logging, no screen recording, no webcam)
Who sees the data (employee + their manager, not peers)
How long it is retained (typically 6-12 months)
What triggers human review (consistent below-threshold weeks, not single bad days)

Put this in writing in the WFH policy and have employees sign it. It protects you legally and it is the basis of the trust between you.

The 4 productivity patterns to actually act on

1. Sustained drop in active hours

One bad week, ignore it. Four bad weeks, have a conversation about workload or motivation. That is the right reaction. "Your active hours dropped 12% on Tuesday, explain" is not.

2. Output disconnected from hours

High active hours but low output usually means the way they work is inefficient, so coach them. Low active hours but high output is exactly what you want from senior staff, so recognise it.

3. Always-on signals

Someone active at midnight, on weekends and on holidays is at risk of burnout. That calls for an HR conversation, not praise.

4. Response gaps during agreed hours

If someone is "online 10am-6pm" but takes 4 hours to reply, that is a pattern. Either the policy is wrong (they actually work different hours and it's fine) or the employee is non-responsive (which is the actual problem).

What the WFH policy should say about tracking

The HR system records active work hours and application categories
It does not record keystrokes, does not screen-record, does not monitor webcam
Data is visible to the employee and their direct manager only
Data is retained for [X] months
Data is used for productivity feedback, not for surveillance
Employees can request to see their own data at any time

The Zaffre HRM fit

Zaffre HRM's desktop monitoring agent tracks active hours and application categories without keystroke or screen-recording overreach. Productivity-based attendance derives presence from real work activity, with full transparency to the employee. See also: remote management playbook.

Book a demo to see the monitoring agent + productivity attendance live.

How to Track Work-from-Home Productivity Without Being Creepy