Laurel is AI timekeeping for accounting, legal, and consulting firms. A lightweight assistant on the computer records work in the tools people already have open, including Outlook, Microsoft 365, Teams, Zoom, Word, Excel, Chrome, and Edge. It sorts that activity by client, project, and activity, and drafts the timesheet narrative. The person reviews it before it is billed. Released time can go into IRIS Practice Engine, CCH Axcess Practice in the cloud, and Thomson Reuters Practice CS. A connector for on-prem CCH Practice Management is marked coming soon, and the CCH Axcess Practice import is one-way.

It does not keep the books, and it does not run a client portal. QuickBooks is on the list of apps it can see. It does not say QuickBooks Online versus Desktop, and it does not say time posts back to QuickBooks. Client Hub can track time against a job by hand. Double is where a bookkeeping firm closes QuickBooks Online or Xero. FloQast is the close checklist for an in-house team on an ERP. Laurel's Signal view is the profitability layer: hours and cost against the engagement, including fixed-fee work.

Firms stick when timesheets were a Friday memory exercise and write-downs showed up after the bill went out. Signal is how they look at partner time and fixed fees while the engagement is still open. Documented rollouts run from 50 timekeepers to more than 3,000, with time landing in the billing system the firm already uses.

The assistant records chargeable and non-chargeable computer work and maps it to a client, project, and activity. It drafts the narrative. Staff still review the entry. The accounting page also says it accounts for offline gaps such as meetings and phone calls.

Capture work, then draft the timesheet

The security page names Outlook email, Zoom calls with attendees, calendar events, Word, Excel, PDFs, and 100 or more whitelisted URLs, with document names and activity. The accounting page adds Teams, Chrome, Edge, Adobe, Box, and Azure Virtual Desktops. Capture is the point. It is not a client document portal.

What the assistant actually sees

Help docs describe stored procedures or an API connector into IRIS Practice Engine, CCH Axcess Practice (cloud), and Thomson Reuters Practice CS (noted against a 2021.3.0 schema). On-prem CCH Practice Management is marked coming soon. The same article says data into CCH Axcess Practice has one-way limits. Implementations they cite run from 50 timekeepers to more than 3,000.

Send time into the billing system

Signal compares recorded time with time worked, shows billable and non-billable effort together, and is how the accounting page talks about fixed-fee profitability, scope, and capacity. It does not replace the invoice. The bill still lives in the practice billing system.

Signal for what the engagement cost

The security page lists SSO, encryption in transit and at rest, GDPR and CCPA, in-region storage, and bring-your-own key. The homepage adds single-tenant AI, no public LLMs, ISO 42001, SOC 2 Type 2, and HIPAA. The assistant is described as lightweight, with no servers in your data center. The page prints the size as XMB, which is not a real number.

Firm controls on the capture

Laurel drafts timesheets from work on the computer and can send time to CCH Axcess Practice, Practice CS, or IRIS. No public price.

Laurel Review: AI Timekeeping for Accounting Firms

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