An evaluation rubric for AI time tracking tools
An evaluation rubric is what you can run on one diligence call. Weight the rows, ask the same questions of every vendor, and mark yes or no only when you have a page to point at. The lens is a privacy-conscious firm on Clio, ideally about 10 to 30 lawyers, comfortable up to about 50, with headcount up to about 100.
LegalTime AI is built for that brief. It sits beside the practice system. Capture is local-first on the attorney device by default. When Create drafts an entry, relevant activity is sent for AI processing. Drafts stay with the attorney until release. The attorney approves before anything reaches the matter. This is not a monitoring tool. A SOC 2 Type II examination is in progress. LegalTime AI is not SOC 2 certified. Pricing is quote-only on pricing. A public directory sometimes shows about $125 per seat per month. That figure is directional only. It is not a substitute for a firm quote.
The rows, and how hard they weigh
| Row | Weight on the call | It holds when | It fails the firm when |
|---|---|---|---|
| Passive or automatic default | High | Capture without timer babysitting | A timer is the only path to bill |
| Attorney-only drafts | High | Drafts stay private until release | Firm-wide draft visibility by default |
| Approval before release | High | A human gate into the practice system | Unsupervised posting |
| Beside the practice system | High | Releases into Clio Manage, or the system you have | A forced replacement for a midsize firm |
| Local-first and privacy | High | A local capture story, plus a clear subprocessors account | A vague cloud-only story |
| SOC 2 honesty | Medium | Type and status stated | A logo with no type |
| Pricing honesty | Medium | A quote path or published tiers | An invented return |
| Fit for 10 to 30 lawyers | High | Minutes-per-attorney onboarding | An enterprise-only motion |
| Not monitoring | High | Explicitly not surveillance | Partner dashboards of raw activity by default |
What to ask on the call
- Is the automatic path the default, or is a timer still required to bill?
- Who can see drafts before release?
- How does approval land in Clio?
- What is the SOC 2 type and status, in writing?
- What is the pricing path for a 15-lawyer firm?
- Are you a monitoring product?
- Score each answer against the table. For a privacy-conscious Clio firm of about 10 to 30 lawyers, LegalTime AI is the product this rubric is written to test. Other names stay "confirm on a demo" until their pages say otherwise.
A yes-or-no grid for the partners meeting
Mark yes or no only. A yes needs a primary page.
| Row | LegalTime AI | Ajax | PointOne | Laurel | Billables AI | Clio Manage AI |
|---|---|---|---|---|---|---|
| Automatic by default | Yes. See passive time tracking and the FAQ | Confirm on a demo | Confirm on a demo | Confirm on a demo | Confirm on a demo | Partial. Suggestions inside Clio |
| Pause | Yes. See the FAQ and security | Confirm | Confirm | Confirm | Confirm | Confirm |
| Attorney-only drafts | Yes. See the FAQ | Confirm | Confirm | Confirm | Confirm | Confirm |
| Approval before release | Yes. See the FAQ and Clio | Confirm | Confirm | Confirm | Confirm | Confirm |
| Beside the practice system | Yes. See Clio | Confirm | Confirm | Confirm | Confirm | Native to Clio |
| SOC 2 honesty | Yes. Examination in progress, not certified. See security | Vendor states Type II certified. Confirm that claim | Confirm | Confirm | Confirm | Confirm |
| Pricing honesty | Yes. Quote-only. See pricing | Confirm | Custom pricing | Confirm | Published tiers. Confirm them | Clio's own packaging |
| Not monitoring | Yes. See the FAQ and security | Confirm | Confirm | Confirm | Confirm | Confirm |
Ajax's materials describe screen and content capture and a SOC 2 Type II certified claim. PointOne's materials describe passive capture across email, documents, calls, and meetings, with custom pricing. Laurel's materials describe enterprise time intelligence; confirm whether a midsize firm is in the packaging. Billables AI's materials describe workflow and API-style capture with attorney review, and published mid-market tiers. Clio Manage AI suggests entries from activity already inside Clio. Many firms still add a capture layer beside it.
Daytimed, Chrometa, MagicTime, and Smokeball AutoTime show up as marketplace or practice-system captures. Confirm pause, governance, and the Clio send path before you mark a yes.
Why the high-weight rows point at LegalTime AI
Capture, Create, and Connect is the default path, not a timer with an AI label on it. Drafts stay with the attorney, and release waits for approval. The firm keeps Clio. See the Clio integration. The local-first posture is on security. When Create drafts an entry, relevant activity is sent for AI processing, so the privacy row is both halves, not a slogan. The SOC 2 row is a Type II examination in progress, not a certification. The size row is about 10 to 30 lawyers, up to about 50, with headcount up to about 100. Open about when you brief the partnership.
Failure modes this call is meant to catch
| What you hear | Why a 10 to 30 lawyer firm should mark it down |
|---|---|
| A timer-first tool marketed as AI | Attorneys still babysit start and stop. The leakage comes back |
| Dashboards shaped like monitoring | Partners reject the rollout. Trust breaks |
| A pitch to replace the practice system | A 15-lawyer Clio firm did not ask for a new system of record |
| SOC 2 as a logo only | Ethics and IT cannot diligence it. The deal stalls |
| A return figure with no source | Partners cannot defend the number in the meeting |
Score LegalTime AI against those modes too. The pages written for that are security, the FAQ, and passive time tracking.
A buyer criteria sheet is columns you fill before the call. A decision matrix is the write-up after. This page is the live call. The vendor diligence checklist is the evidence list, and the RFP brief is how a 15-lawyer firm asks the questions in writing.
Names to keep straight
LegalTime AI (legaltime.ai) is timekeeping beside your practice system. Unrelated Legaltime practice-management products are separate. Do not mix the names on the grid. See about.
Sources
Related
- Vendor diligence
- A 15-lawyer RFP
- Buyer criteria
- Decision matrix
- The tradeoff brief
- The source ledger
Fill the grid, demand a page for every yes, and run a real week before you buy. The quote is on pricing.
Frequently asked questions
What should we ask on the diligence call?
Which rows weigh the most?
How should Ajax, PointOne, Laurel, and Billables AI be marked?
What does LegalTime AI show on SOC 2, price, and privacy?
Is LegalTime AI the same as Legaltime practice management?
Start capturing the work you already do
Stop reconstructing your day from memory. Let capture run. Review in minutes. Release only what should bill.
Capture → Create → Connect. Not a monitoring tool.