{ "@context": "https://schema.org", "@type": "Organization", "@id": "https://www.miranow.ai/#organization", "name": "MIRA", "alternateName": ["MIRAnow", "MIRAnow.ai"], "parentOrganization": { "@type": "Organization", "name": "MATTEROOM" }, "url": "https://www.miranow.ai", "logo": "https://www.miranow.ai/apple-touch-icon.png", "description": "MIRA is an AI timekeeping platform for law firms and professional services. It automatically captures billable activity across Microsoft 365 and Google Workspace, drafts time entries for lawyer review, and integrates with leading legal billing systems." }
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Passive Time Capture Explained

A practical guide to using work activity signals to reduce missed time without relying entirely on timers or end of day memory.

Passive time capture

Automatic time tracking

Legal timekeeping

Passive time capture is a timekeeping method that uses activity signals from the tools professionals already use to help identify work that may need to be recorded. Instead of requiring a lawyer to start a timer for every task, the system creates a reviewable record of activities such as meetings, document work, research, or other supported events.

The timekeeper then reviews the captured activity, selects the correct matter, confirms the duration, improves the description, and decides whether the work is billable or non billable.

Passive time capture can reduce dependence on memory, but it should not be treated as automatic billing. Human review remains essential.

What Is Passive Time Capture?

Passive time capture collects or identifies work activity in the background from connected applications and presents it for later review.

Depending on the product and integrations, captured activity may come from:

  • Calendar events

  • Document creation or editing

  • Document management systems

  • Email activity

  • Browser based work

  • Collaboration tools

  • Calls or meetings

  • Manual notes

  • Other connected business applications

The resulting activity record is usually a starting point. It may contain a timestamp, duration estimate, application source, document or event name, and other context that helps the timekeeper prepare an accurate entry.

How Passive Time Capture Works

A typical passive capture workflow includes five stages.

1. Work activity occurs

The lawyer performs normal work in applications such as Outlook Calendar, Microsoft OneDrive, iManage Work, Microsoft Teams, a web browser, or another connected tool.

2. The system identifies activity signals

The timekeeping system records supported signals, such as a scheduled meeting, document edit, or other work event. The exact data collected depends on the product configuration and permissions.

3. Potential time is organized for review

Related activity may be grouped by date, application, client, matter, or task. The system may also suggest a duration, matter, description, or billing code.

4. The timekeeper reviews the activity

The lawyer determines whether the activity should become a time entry. During review, the lawyer may:

  • Confirm or change the client and matter

  • Adjust the duration

  • Edit the description

  • Merge related activity

  • Separate unrelated work

  • Mark the time as billable or non billable

  • Add required task or activity codes

  • Remove duplicate or irrelevant activity

5. Approved time moves toward billing

After review, approved entries can be saved or released toward the firm's connected finance or billing workflow.

This review step separates passive time capture from automatic billing.

Passive time capture diagram showing document, calendar, email, and browser activity flowing to a lawyer review queue.
Passive capture surfaces work activity for review without turning every signal into a billable entry.

Passive Time Capture Example

Consider a lawyer who works on a client matter during the morning.

Activity source

Captured activity

Possible review action

Outlook Calendar

30 minute client meeting

Confirm matter and prepare meeting description

iManage Work

Reviewed and revised agreement

Confirm duration and describe the provisions reviewed

Browser

Researched state law issue

Merge related research activity and add purpose

Microsoft OneDrive

Prepared client summary

Confirm document activity and create a separate entry

Microsoft Teams

Internal matter discussion

Decide whether the discussion is billable under client guidelines

The system helps surface the work. The lawyer still decides what should be recorded and how the entry should be written.

Passive Time Capture Versus Manual Time Entry

Manual time entry depends on the timekeeper remembering and creating each entry. Passive capture creates an activity record that can support the review process.

Area

Manual time entry

Passive time capture

Initial capture

Created by the timekeeper

Surfaced from connected activity

Reliance on memory

High

Lower

Short task visibility

Often limited

Can be stronger

Matter selection

Entered manually

May be suggested, then reviewed

Description

Written manually

May be drafted or assisted

Final approval

Required

Required

Risk of missing work

Higher when entry is delayed

Reduced when supported activity is available

Risk of irrelevant activity

Lower at capture

Requires review and filtering

Passive capture does not remove the need for professional judgment. It changes how potential work reaches the timekeeper.

Passive time capture comparison with manual time entry across memory dependence, effort, coverage, and review.
Passive capture reduces reliance on memory, while deliberate lawyer review protects accuracy.

Passive Time Capture Versus Timers

Timers work well when a professional is focused on one clearly defined task. They can be less reliable when the workday includes frequent interruptions and matter switching.

Situation

Timer

Passive capture

Long drafting session

Useful

Useful as supporting evidence

Unscheduled client call

May be forgotten

May be surfaced if the source is connected

Short email exchange

Often overlooked

May be visible for review

Rapid matter switching

Requires manual timer changes

May provide separate activity signals

Work outside normal hours

Depends on remembering the timer

May be captured from supported tools

Final billing decision

Requires review

Requires review

Many firms use both methods. A lawyer may use a timer for focused drafting and passive capture to review smaller activities at the end of the day.

What Passive Time Capture Should Not Mean

Passive time capture should not be confused with unrestricted monitoring or automatic billing.

A responsible system should avoid assumptions such as:

Every detected activity is billable

A calendar event, document edit, or browser session may be non billable, duplicated, personal, administrative, or unrelated to a client matter.

Every minute of application activity is productive work

An application may remain open while the user is away. Duration estimates need review.

Activity data can replace a clear billing description

Clients need understandable narratives. A file name or application event is rarely a complete time entry.

Software should make the final billing decision

The lawyer and firm remain responsible for billing judgment, client compliance, and professional standards.

More surveillance creates better timekeeping

Intrusive tracking can damage trust and produce low quality data. Firms should focus on useful work signals, clear permissions, and transparent review processes.

Benefits of Passive Time Capture

Reduces dependence on memory

Lawyers can review a record of potential work instead of reconstructing the entire day from memory.

Surfaces short activities

Brief calls, emails, document reviews, and research tasks are easier to identify when supported activity is visible.

Supports timely entry

A review queue can help timekeepers complete entries daily rather than waiting until the end of the week or month.

Improves description context

Activity details can help the lawyer remember what was reviewed, discussed, researched, or prepared.

Supports matter visibility

When entries are reviewed consistently, firms gain a more accurate view of matter effort and workload.

Reduces administrative friction

Timekeepers can begin with captured activity rather than creating every entry from a blank form.

Helps identify non billable work

Passive capture can also make administrative, training, internal, and business development activity more visible for operational analysis.

Limitations and Risks

Passive capture is useful only when the workflow manages its limitations.

Incorrect matter suggestions

The system may not have enough context to identify the correct client or matter. The timekeeper must verify the assignment.

Duplicate activity

The same work may appear through a calendar event, document system, email, and collaboration tool. Related signals may need to be merged.

Inaccurate duration estimates

Application activity does not always equal active work. Timekeepers should adjust durations based on their knowledge of the task.

Vague source information

A document title or meeting subject may not explain the legal purpose of the work. The final description needs professional review.

Privacy concerns

Employees and clients need clarity about what information is collected, why it is collected, who can access it, and how long it is retained.

Information security

Captured activity may contain client names, matter information, document titles, or other sensitive data. Firms should evaluate access controls, storage, encryption, and integration permissions.

Adoption problems

If the review process is confusing or creates too many irrelevant records, lawyers may ignore it. The system must reduce work rather than create a new administrative burden.

Privacy and Ethical Considerations

Law firms should establish clear boundaries before adopting passive time capture.

A responsible review should address:

  • Which applications are connected

  • Which activity types are collected

  • Whether personal activity is excluded

  • Whether content, metadata, or both are captured

  • Who can see individual activity

  • How long activity data is retained

  • How users can correct or delete inaccurate records

  • Whether the system records keystrokes or screenshots

  • How client confidentiality is protected

  • How access permissions are managed

  • Whether the vendor uses customer data for model training

  • How the system supports applicable privacy and employment requirements

Firms should involve leadership, information security, legal operations, human resources, and privacy counsel when appropriate.

Passive Time Capture Without Keystroke Logging

Passive capture does not require recording every keystroke. A system can use business activity metadata and supported application events to help identify work without collecting the full text of everything a user types.

Firms evaluating a product should ask:

  • Does the product record keystrokes?

  • Does it take screenshots?

  • Does it capture document content or only activity metadata?

  • Can the firm control which applications are connected?

  • Can users review captured activity before anyone else sees it?

  • Can irrelevant activity be removed?

  • Does the system separate work activity from personal activity?

  • Are permissions based on user roles?

  • Is data encrypted in transit and at rest?

The answers should be documented and communicated to users before rollout.

How to Evaluate Passive Time Capture Software

Integration coverage

The system should connect with the applications where lawyers actually work. A long integration list is less useful when it does not include the firm's core calendar, document, collaboration, and finance systems.

Review experience

Timekeepers should be able to review, edit, merge, save, and remove activity efficiently. The review process should be clear enough to complete daily.

Matter matching

Evaluate how the product suggests clients and matters, how users correct mistakes, and whether recent matters are easy to find.

Description assistance

The system should help create clear narratives without inventing work, outcomes, or legal conclusions.

Billing code support

For firms that use UTBMS or other billing codes, determine whether the product can suggest relevant codes and how the suggestions are reviewed.

Privacy controls

Confirm what is collected, where it is stored, who can access it, and whether the firm can configure the capture scope.

Security

Review authentication, encryption, access controls, audit logs, data isolation, incident response, and vendor security documentation.

Finance system workflow

Understand how approved entries move into the billing or finance system. Confirm whether the integration is direct, configurable, or dependent on custom work.

Reporting

Useful reporting may include incomplete days, review status, missing entries, entry delays, and adoption trends.

User adoption

Test the system with different practice areas and work styles. A pilot should include partners, associates, paralegals, and administrative reviewers.

How to Implement Passive Time Capture

1. Define the problem

Identify whether the firm is trying to reduce missed time, improve entry timeliness, strengthen descriptions, simplify review, or gain better workload visibility.

2. Document the current workflow

Map how lawyers capture, review, submit, correct, and release time today. Include the applications used during normal work.

3. Establish privacy boundaries

Decide which applications and activity types are appropriate to capture. Document access, retention, and user controls.

4. Select a pilot group

Choose users with different roles and work patterns. Avoid testing only with highly technical or highly compliant timekeepers.

5. Configure matters and integrations

Make sure client and matter data is reliable before testing automatic suggestions.

6. Train users on review

Explain that captured activity is a draft source. Users should verify the matter, duration, narrative, billing treatment, and codes.

7. Measure operational results

Track entry delay, missing time, review completion, description corrections, and user feedback.

8. Adjust before firmwide rollout

Remove irrelevant activity sources, simplify the review screen, improve matter matching, and update policies based on the pilot.

Daily Passive Capture Review Checklist

Before approving captured time, confirm:

  • The activity relates to professional work

  • The correct client and matter are selected

  • The date is correct

  • The duration reflects actual work

  • Duplicate signals have been merged or removed

  • Unrelated activity has been deleted

  • Billable and non billable work are classified correctly

  • The description explains the task and purpose

  • Confidential details are limited appropriately

  • Required task or activity codes are included

  • Client billing guidelines are followed

  • The entry is ready to save or release

Review Captured Time with MIRA

MIRA is an AI powered timekeeping and smart capture product for law firms and professional services teams. It helps capture billable and non billable work activity from connected tools such as Microsoft OneDrive, Outlook Calendar, iManage Work, Chrome, and other supported systems.

Timekeepers can review captured activity inside Microsoft Teams, then edit, merge, save, or release approved entries toward connected finance or billing systems. MIRA can also assist with billable descriptions and suggest task or activity codes where relevant.

MIRA focuses on making work activity visible and improving time entry quality before billing. Captured activity still requires human review, and the timekeeper remains responsible for the final entry.

Explore MIRA automated time tracking

For a connected workflow, explore Automated Time Tracking for Lawyers.

Frequently Asked Questions

What is passive time capture?

Passive time capture uses activity signals from connected applications to help identify work that may need to be recorded. The timekeeper reviews the activity before it becomes an approved time entry.

No. Passive capture creates reviewable activity records. It does not determine automatically whether the work should be billed.

It can reduce reliance on timers, but many professionals use both methods. Timers remain useful for focused work, while passive capture helps surface interrupted and short activities.

Integration coverage varies by product. Common sources include calendars, email, document systems, collaboration tools, browsers, and finance applications.

Some systems can suggest a matter based on available context. The timekeeper should verify the suggestion before saving the entry.

It depends on the product and configuration. Passive capture does not inherently require keystroke logging, though some tracking products may use invasive methods. Firms should understand exactly what data is collected and avoid unnecessary surveillance.

It gives lawyers a record of potential work to review, which can reveal short calls, emails, document activity, meetings, and research that may otherwise be forgotten.

The timekeeper should review and approve each entry, classify non billable work correctly, and keep it separate from client billing. Capturing non billable activity can help firms understand workload and operations, while firms may also require billing or supervisory review under their normal workflow.


Wavy Surface

Review Captured Work Inside Microsoft Teams

MIRA helps law firms surface work activity from connected tools, review potential entries inside Microsoft Teams, and prepare clearer time records before billing.
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