AI Call Intake for Law Firms: What LOIS Voice Agents Do

In short: Filevine has launched LOIS Voice Agents, AI phone agents that answer a law firm's inbound calls, run intake using the firm's approved questions, route callers by reason for calling and file each call's recording, summary and transcript against the right lead. The product is in beta. For law firm leaders, it turns the front desk into a data source for the case management system, but it also puts AI in the first conversation a prospective client has with the firm, so configuration, review and privacy settings need an owner.

Key takeaways

• Filevine announced LOIS Voice Agents on 27 October 2026, as RuntimeWire reported. The agents answer calls, triage callers, ask firm-approved intake questions and route calls based on the reason for calling.
• Every call is logged in the firm's case management system with its recording, an AI-generated summary and a transcript attached to the matching lead.
• Firms set a confidence threshold for automatically matching a call to a lead. Calls that score below it go to a review queue for staff to check.
• The launch came a day after Clio announced Clio Phones at ClioCon 2026, so the phone line is now a contested feature in practice management software.
• LOIS Voice Agents is available in beta only, and firms must request to take part.

What are Filevine's LOIS Voice Agents?

LOIS is Filevine's AI layer. In its announcement, Filevine describes LOIS Voice Agents as AI agents that answer a firm's inbound calls, conduct triage and intake using the firm's approved questions, and route calls automatically. Filevine says they work "on top of the phone system it already has", using the firm's own case and lead data.

Filevine's product page says the agents connect directly to Filevine and Lead Docket, Filevine's intake product, and list Calendly as a supported tool. For new leads, the agent gathers details, qualifies the caller and can schedule a follow-up. For existing clients, Filevine says it pulls up case data to answer routine questions, updates caller information in the file and books appointments on the right person's calendar.

How does AI call intake work in practice?

Filevine describes the process in its launch announcement:

• Answer and identify: the agent answers, collects the caller's details and identifies the stated reason for the call.
• Categorise: based on the firm's configuration, it maps everyday phrases such as "I was hurt" or "I have money problems" to categories such as "motor vehicle accident" or "bankruptcy", and helps identify a potential practice area and service-area match.
• Ask intake questions: it asks the firm-approved questions for that category. Firm staff then review the information and decide how to proceed.
• Process the call: after the call, the recording is transcribed, summarised and scanned for details such as names, dates of birth, incident dates, police report numbers and insurance carriers.
• Match to a lead: the firm sets a confidence threshold for automatic lead matching. Calls below the threshold go into a review queue, where staff confirm the proposed match or link the call to a different lead.

The product page adds a dashboard that tracks total calls, containment rate (the share of calls the agent handles without staff), average handling time and call outcomes, and says spam calls are filtered out.

Why does this matter for law firm leaders?

Filevine's pitch is about lost work. Its release states that 35 per cent of phone calls to law firms go unanswered, and argues that many answering services and general-purpose AI receptionists cannot update case files or staff calendars, so details are retyped by hand or never reach the firm's records. Filevine does not cite the source of the 35 per cent figure in the release, so treat it as a vendor claim.

Michael Anderson, Filevine's Chief Product Officer, put it this way in the announcement: "Every firm says it's responsive. Then the phone rings during a deposition and nobody picks up." He added that "Email, texts and documents have lived in firms' systems for years, but calls haven't."

That last point is the bigger shift for managing partners and practice managers. Phone calls have been the gap in the matter record. If calls arrive as structured, searchable records, intake data, conversion rates and responsiveness become things a firm can measure rather than guess. Filevine also says attorneys get fewer interruptions and are "pulled in only for the calls that need a lawyer".

How does LOIS Voice Agents compare with Clio Phones?

The timing is pointed. On 26 October 2026, at ClioCon 2026 in Boston, Clio announced Clio Phones, which LawSites describes as a business phone system built into Clio. The two launches take different approaches:

• Clio Phones is the phone system. Clio says in its announcement that firms can set up a business number or transfer an existing one and assign lines to staff. LawSites reports that it is not an integration with a third-party provider. When a call comes in, it surfaces the caller's contact, lead or matter. With recording enabled, it transcribes and summarises the call, turns action items into tasks and prepares a time entry, all attached to the matter. It is available for trial in select US states.
• LOIS Voice Agents sits on the firm's existing phone system and focuses on an AI agent answering and running intake when staff can't.

Clio is also pulling intake into the same place. LawSites reports that Clio is consolidating Clio Grow, its intake product, with Clio Manage and Clio Work in a single interface. One of Newton's examples of the new AI assistant was asking whether a new lead is worth taking, then having Clio run a conflict check and prepare follow-up. The ABA Journal reported that the phone product Clio CEO Jack Newton unveiled can take client calls at all hours and book a lawyer's calendar for a consultation or meeting.

Clio backs its case with its own survey. LawSites reports Clio's finding that lawyers lose an average of 4.6 billable hours a month to unlogged calls. Clio also says in its announcement that respondents reported spending an average of three hours a week on post-call administration.

What should firms check before deploying an AI voice agent?

Intake scripts and escalation

The agent asks the questions the firm approves and maps callers to the categories the firm defines. That makes the intake script a risk document. Decide who owns it, how urgent or distressed callers are escalated to a person, and how the agent should handle callers who fall outside the firm's practice areas or service area.

Review of AI matching and summaries

Filevine's design keeps staff in the loop: staff review intake information, and low-confidence lead matches go to a review queue. Set the confidence threshold deliberately, track how often matches are corrected, and spot-check summaries and extracted details such as dates and police report numbers before anyone relies on them.

Privacy, recording and confidentiality

Calls are recorded and transcribed, and the agent extracts personal details such as dates of birth and incident information. For Australian firms, the OAIC's guidance on commercially available AI products says Privacy Act obligations apply to personal information put into an AI system and to output that contains it, and that due diligence should not be a "set and forget" exercise. Confirm how callers are told they are speaking with an AI and that the call is recorded, where recordings and transcripts are stored, how long they are kept, and whether they are used to train models.

Availability and fit

LOIS Voice Agents is in beta, and the product page lists integrations with Filevine, Lead Docket and Calendly. Clio Phones is on trial in select US states. Australian firms should ask both vendors about local availability, local phone numbers and data residency before planning a rollout.

What does this mean for the business of law?

Two practice management vendors launched AI phone products within a day of each other. The front desk is becoming software, and the client's first call is becoming data. For firm leaders, the opportunity is fewer missed enquiries and better-prepared first conversations. The cost is governance: an AI now speaks for the firm before a lawyer does, so the firm needs to own the script, the review step and the privacy settings.

Frequently asked questions

What are LOIS Voice Agents?

They are Filevine's AI phone agents for law firms. They answer inbound calls, run intake using firm-approved questions, route callers by reason for calling and save each call's recording, summary and transcript against the matching lead in Filevine.

Is LOIS Voice Agents available now?

It is available in beta. Filevine invites firms to request information about beta participation on its LOIS Voice Agents page.

Do LOIS Voice Agents replace the firm's phone system?

No. Filevine says the agents work on top of the phone system the firm already has. Clio's competing product, Clio Phones, is itself a business phone system built into Clio.

How does the agent know which lead a call belongs to?

After each call, the recording is transcribed, summarised and scanned for details such as names and dates. Firms set a confidence threshold for automatic matching, and calls below it go to a review queue for staff to confirm or correct.

Does an AI voice agent remove the need for intake staff?

Filevine positions it as cover for when the team can't answer. Staff still review intake information, decide how to proceed, validate low-confidence lead matches, and bring in attorneys for calls that need a lawyer.