Buyer's education · April 2026
Automatic time tracking for attorneys: how passive capture actually works
A technical buyer's guide for lawyers considering passive time capture — what it watches, what it misses, how accurate it really is, and the two specific privilege concerns worth thinking about before you install anything.
TL;DR
Automatic (passive) time tracking uses OS-level signals — call metadata, email headers, document open sessions — to detect billable-looking moments without you starting a timer. Done well (ClaimHour, Smokeball AutoTime, Clio Duo), it recovers the 5–10 hours/week most lawyers leave on the timesheet. Done badly, it over-captures and puts privilege-sensitive data on a server you don't control. The difference is what the tool stores, not how clever its AI is.
What "automatic" actually means in this category
Three things can happen passively inside your workflow: a phone call, an email, or a document edit. Each leaves a system-level trace — call log entry, email header, file modified timestamp — that an app can read without reading the content. Passive time tracking for attorneys is just plumbing those three signals into a classifier that guesses "this looks billable" and drops a draft time entry into a review queue.
The sophistication is in the guessing, not the plumbing. A well-trained classifier uses the counterparty's phone number (from your matter's contact list), email domain (from recent matter correspondence), and filename pattern ("Smith_motion_v3.docx" → Smith matter) to auto-assign the event to a client. A naive classifier surfaces every phone call you made and asks you to sort them all. The difference between "magic" and "annoying" is how fast the classifier learns your patterns.
What gets captured, explicitly
Calls
Metadata only: counterparty phone number, call duration, direction (in/out), timestamp. On iOS, ClaimHour reads this from the CallKit log. On macOS, it reads from the Contacts call history when your phone is paired. No audio, no transcription.
Emails
Headers only: sender/recipient, subject line, send time, thread depth. Subject-line keywords are used for matter classification (the word "Smith" in the subject line suggests the Smith matter), but email bodies are not stored, transmitted, or indexed. No message content.
Documents
Edit sessions: filename, parent folder, open time, close time, active-vs-idle seconds. This is how Smokeball AutoTime has worked for years, and how ClaimHour works for Pages/Word/PDF documents on macOS. No document contents.
What's deliberately not captured
- Audio or transcripts of any call
- Email bodies, attachments, or inline images
- Document contents, keystrokes, or diffs
- Screenshots or screen recordings
- Browser history, unless you opt into a per-matter research timer
This set is the technical definition of a "metadata-only" time tracker. If a vendor's privacy policy reserves the right to read email bodies or stream document contents, it's a different category and a different conversation with your bar association.
Accuracy: passive capture vs. the stopwatch
Two failure modes to separate. Precision is "of the events captured, how many are actually billable." Recall is "of all billable events, how many got captured." Passive tools and timers trade these differently.
| Method | Recall (catches) | Precision (correctly billable) | Weekly effort |
|---|---|---|---|
| Paper timesheet | 30–50% | High (you filter as you write) | 3–5 hours reconstruction |
| Manual timer (Toggl) | 60–75% when disciplined; ~40% in busy weeks | Very high | 15–20 min/day clicking |
| Passive (no review) | 95%+ | 50–70% (personal calls, spam emails included) | 0 min — but invoices get messy |
| Passive + daily review | 95%+ | 95%+ after review | 2 min/day review |
The "passive + daily review" row is the model ClaimHour is built around. The tool catches everything; a 5pm 2-minute digest lets you dismiss the grocery-store call to your spouse and keep the one to opposing counsel. Precision is restored; recall was never lost.
The two privilege questions worth asking
1. Where does content live?
If the tool needs to read email bodies or record calls to classify them (Billables.ai does, Clio Duo does for Gmail-via-Clio), then your client communications are traveling to a vendor server and being stored in some form, even if only transiently. That's a privilege consideration, a HIPAA consideration if any client has medical records, and a data-breach consideration if the vendor ever gets hacked. ClaimHour's metadata-only model sidesteps all three because there is no content to expose.
2. Who has the decryption key?
Even a metadata-only tool can be privilege-relevant if its database is backed up to a vendor-managed server with a vendor-held key. ClaimHour stores the local database locally (in your Library folder) and exports are pull-based from your machine — we don't hold a key to your data. This is the same privilege profile as a paper timesheet stored in your office safe.
How to evaluate a passive tracker in 15 minutes
- Open the privacy policy. Search for the words "email body," "audio," "transcript," "stored on our servers," and "decryption." The tool either promises never to touch those, or it doesn't.
- Ask about the review model. Is there a mandatory daily or weekly review? Or does the tool auto-push entries into your billing system without an approval step? Push-through without review is a malpractice risk dressed as a time-saver.
- Check export formats. If the tool only exports into its own invoicing engine, you've bought a PMS, not a time tracker. ClaimHour exports to QuickBooks IIF, LawPay, FreshBooks, and CSV.
- Ask where data is stored. Local database + pull-based export = no vendor key. Cloud-synced database = vendor key. Both can be defensible, but they're different positions to have to defend.
How ClaimHour fits the category
ClaimHour is the passive capture tool designed specifically around the two privilege questions above. Metadata-only capture, local-first storage, mandatory 2-minute review, native export to the billing tools solos already use. $29–$99/mo standalone — no PMS subscription required. If this matches what you were hoping the category would give you, join the waitlist. Early access opens summer 2026 and first 100 signups get 50% off Pro for life.
Related questions
Will ClaimHour capture activity on my iPhone when I'm not near the Mac?
Yes. The iOS companion captures call metadata locally on the phone and syncs to the Mac (via iCloud Keychain handshake, content-free) when the Mac is online. Review still happens on the Mac menubar app — we don't support approval flows on iOS yet.
What if I don't want calendar events captured?
Every capture source (calls, email, documents, calendar) is toggled on or off individually. Privilege-sensitive practitioners often start with just calls + documents and add email later.
Can I bill for activity captured by ClaimHour on appeal?
Entries include their raw metadata trail (which call, which document, which email thread), so if a client disputes a bill, you can produce contemporaneous evidence of the work — the same evidence you'd produce from a PMS-generated bill. That's usually stronger than a reconstructed-from-memory timesheet.