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AI Legal Timekeeping Software for Law Firms: 2026 Comparison

A practical comparison of AI timekeeping platforms based on capture, workflow, compliance, integrations, and lawyer adoption.

AI legal timekeeping

Legal timekeeping software

Software comparison

What Should Law Firms Look for in AI Timekeeping Software?

A useful evaluation should go beyond whether a product can generate a timesheet. Law firms should consider the full path from work activity to an approved billing entry.

Important criteria include:

Area

Questions and checks

Capture and assignment

Automatic capture of relevant work activity; Matter and client association

Narratives and coding

Drafting of clear billing narratives; Support for task and activity codes

Client rules and review

Client billing guideline controls; Lawyer review before release

Systems fit

Integration with billing and finance systems; Fit with Microsoft 365 and document systems

Trust and rollout

Privacy and security controls; Implementation effort and user adoption

The strongest platform for one firm may not be the strongest platform for another. A large global firm with an established Intapp environment may evaluate timekeeping differently from a 50-lawyer Microsoft 365 firm looking for a faster deployment.

AI Legal Timekeeping Software Comparison

MIRA: Microsoft 365 Native Review and Release

MIRA is designed around reducing the amount of manual reconstruction required from lawyers while keeping the lawyer in control of what becomes a time entry.

MIRA can detect activities from digital work such as emails, meetings, documents, websites, and local files. AI then helps categorize the activity and prepare structured entries and billing narratives. Lawyers can review and edit captured time before releasing it to a connected billing system.

A major workflow distinction is MIRA's placement inside Microsoft Teams and Outlook. Firms whose lawyers already spend most of the day in Microsoft 365 can review time without introducing another daily destination.

MIRA also supports integrations with legal and finance systems including Aderant and Elite, while MIRAlink is positioned as a way to extend connections to additional systems.

MIRA may be especially relevant for firms that value:

  • Microsoft Teams and Outlook workflow

  • Fast deployment with limited IT overhead

  • Lawyer-controlled review before release

  • AI-assisted narratives and coding

  • Integration with existing billing infrastructure

Laurel: Broad Automated Work Capture

Laurel positions its platform around automated work capture, revenue recovery, compliance review, and work-time intelligence.

Its current legal offering describes automatic collection of chargeable and non-chargeable digital activities, including email, calendar, documents, web activity, and offline work. Laurel also supports controls around narratives, entry validation, and matter access.

Laurel may be attractive to firms looking for a mature passive capture model across a broad set of applications and legal systems.

Firms evaluating Laurel should review which applications need to be monitored, how attorney privacy controls are configured, how captured activity becomes an approved time entry, and how the platform connects to the firm's billing environment.

Billables AI: Automated Capture and Narrative Generation

Billables AI focuses on automated legal time tracking and AI-generated time entries.

Its current product materials describe background capture of work activity and generation of entries containing clients, matters, and narrative descriptions. The platform also supports client billing guidelines and promotes cross-device activity capture.

Billables AI may appeal to firms that want an AI-first timekeeping experience focused on reducing the administrative effort required to reconstruct work and write narratives.

During evaluation, firms should test matter matching, narrative accuracy, privacy controls, billing-system integration, and the amount of attorney review required before time can be submitted.

Intapp Time: Enterprise Timekeeping and Compliance

Intapp Time combines time capture with a strong compliance focus.

Intapp describes automated capture, timers, direct entry, mobile timekeeping, AI-powered data capture, compliant-language prompts, reporting, and integration with client requirements. In 2026, Intapp also expanded AI capabilities including work-code prediction and narrative compliance.

Intapp Time can be a natural candidate for larger firms already using Intapp products for compliance, client terms, or other legal operations.

Firms considering Intapp should evaluate the advantages of the broader platform against implementation scope, architecture, administrative requirements, and the firm's existing systems.

How to Run a Useful 30-Day Timekeeping Pilot

A pilot should measure more than whether lawyers like the interface.



Choose a representative group of timekeepers and measure:

  1. How much activity is surfaced that would otherwise require manual reconstruction.

  2. How accurately the software assigns clients and matters.

  3. How much editing AI-generated narratives require.

  4. Whether the workflow follows client billing requirements.

  5. How long lawyers spend reviewing time each day.

  6. Whether entries reach billing earlier and with fewer corrections.

  7. Whether the software works with the firm's existing DMS, Microsoft 365 environment, and finance systems.

  8. Whether lawyers understand and trust the privacy controls.

The goal is to identify the system that improves time capture without creating a new administrative burden.

Which AI Legal Timekeeping Platform Is Best?

PointOne: AI Timekeeping and Flexible Entry

Ajax: Capture, Review, and Release

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Frequently Asked Questions

What is AI legal timekeeping software?

AI legal timekeeping software uses work activity and contextual information to help lawyers create time entries with less manual reconstruction. Depending on the product, it may capture activity, associate work with matters, draft narratives, suggest billing codes, and support review before billing.

Law firms should retain human review. AI can help prepare entries, but lawyers remain responsible for confirming the matter, duration, description, confidentiality, and compliance with client billing requirements.

Not necessarily. Products use different capture methods and privacy models. Firms should review exactly what is collected, whether content or screenshots are captured, how long data is retained, who can access it, and what the lawyer can exclude or edit.

Common requirements include Microsoft 365, Outlook, document management, practice management, time and billing, finance, identity, and client guideline systems. The right integration set depends on the firm's existing technology stack.

Use a pilot with real lawyers and real workflows. Measure capture completeness, matter matching, narrative quality, compliance, review time, integration, privacy, deployment effort, and adoption rather than relying only on feature lists.

Wavy Surface

See How MIRA Fits Your Existing Legal Workflow

MIRA captures work activity, prepares reviewable time entries, and lets lawyers review and release time through Microsoft Teams and Outlook.
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