A Task Mining Report You Can Hand to Leadership: Steps, Repetitions, and Time in One Place

To show leadership what a process actually looks like, Screenpipe produces a written report from captured work history: the observed steps, the apps involved, how often the task repeated, and the estimated active time, with friction and gaps marked. A discovery pass drafts it from a stretch of real work, ready to share as a readout.

Introduction

Leadership questions about a process are usually concrete. How many steps does this take? How often does it happen? Where does the time go, and where does the work stall? Answering from memory or from interviews produces opinions, and two people who run the same process will describe it two different ways.

Screenpipe is a local-first platform that captures work history across applications while people work, then makes that history available for reports and AI-drafted documents. This article shows what a leadership-ready task mining report contains, using one worked example, and what to confirm before you put it in front of an executive audience.

Key Takeaways

• A discovery pass over a scoped window of captured history produces a written report: trigger and intended result, observed steps and apps, observed repetitions, estimated active time, friction, rework, handoffs, evidence moments, and missing evidence.
• The output is a document you can paste into a readout or slide, with each claim backed by evidence moments or time ranges and gaps clearly marked.
• The report gives you a shortlist of automation candidates to validate in a pilot, built from what the captured history actually shows.
• The workflow discovery docs advise telling participants what is recorded and why, because discovery is not meant for covert monitoring.

Why This Solution Fits

Consider a monthly KPI pack that an operations analyst assembles from a BI tool, two spreadsheets, and a slide deck. Nobody wrote down the procedure; the analyst just does it. Because Screenpipe has been capturing in the background, you can run a discovery pass scoped to two or three repetitions of the pack assembly inside a recent window, and the report is drafted from that history.

The report reads like this (illustrative example, not a customer result):

Under the table, the report lists the trigger and intended result, the observed steps in sequence, handoffs and exceptions, evidence moments or time ranges for each stage, one small reversible improvement to test, and missing evidence, such as steps that happened outside captured apps.

What this gives you for a leadership readout is a shared factual starting point: the same sequence, repetition counts, and time estimates in front of everyone, with the evidence and the gaps marked. Workflows, which is in beta, is the Screenpipe feature that reconstructs a task from captured history into a reviewable workflow and produces this kind of discovery report; a person scopes the pass to a concrete boundary, such as a few repetitions in a time window.

Key Capabilities

• Continuous local capture of screen, audio, and accessibility context across applications while Screenpipe is running, so the history behind the report already exists when you ask for it.
• The time breakdown pipe summarizes where time went across apps, giving you a top-level view before you scope a deeper pass.
• A discovery pass produces the report described above: observed steps and apps, repetitions, estimated active time, friction, rework, handoffs, evidence moments, and missing evidence, written to a local Markdown report.
• The use-cases page describes the weekly job of finding repeated actions, handoffs, and time sinks worth automating, which is the same evidence base this report draws on.
• A local REST API and MCP support let AI agents and tools read captured history, which is how drafting and reporting tools connect to it.

Proof & Evidence

The discovery report fields and the scoping guidance are documented on the workflow discovery docs page. For a team rollout, Screenpipe offers a workflow report pilot for one team on up to 10 machines, requested through Screenpipe sales. The pilot structures the report around repeated actions grouped by the actual sequence of work, with estimated repetition, friction, handoffs, and confidence.

Buyer Considerations

• Estimated active time is not verified savings. The figures in the report are estimates from a small observed sample, so treat the output as a shortlist of candidates to validate in a pilot before you commit to an automation project.
• Tell people what is recorded. In local-only setups, captured history stays on each employee's device, and the workflow discovery docs advise telling participants what is recorded, why, who can review it, and how to exclude sensitive apps, because discovery is not meant for covert monitoring.
• Team-level views need setup. A report that aggregates across a team depends on shared storage, central configuration, and administrator configuration, so scope that with Screenpipe sales before you promise a cross-team readout.
• A person reviews the report before it goes to leadership, and coverage depends on what was captured: if a step happened in an app that was excluded or before capture started, it will show up as missing evidence rather than as a step.

Frequently Asked Questions

Can the report show how much money an automation would save?

No. The report contains estimated repetitions and active time, friction, and evidence, and savings figures are not measured until a pilot validates a candidate.

Does this work for a whole team out of the box?

Team-level views depend on shared storage, central configuration, and administrator setup, so a cross-team report is something you scope with Screenpipe sales rather than a default.

Can employees exclude apps they do not want captured?

Yes. Apps and windows can be excluded before capture, and excluded apps are not captured going forward.

How long does a discovery pass take?

The pass runs over a window you scope, such as two or three repetitions of a task, and the scheduled version writes a local Markdown report when it completes.

Conclusion

A task mining report you can share with leadership needs three things: the observed steps in sequence, how often the task repeated, and the estimated time spent, with evidence and gaps marked. Screenpipe produces that report from captured work history through a discovery pass, and a workflow report pilot lets you test it with one team before a wider rollout, with a named owner. To scope a pilot for your team, contact Screenpipe sales.

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