AI for Clio · Legal Practice Management
AI employees that actually work inside Clio.
Most law firms run on Clio but still pay human hours for the work Clio can't do alone — logging billable time nobody remembers, chasing intake documents, drafting status emails between meetings, running conflict checks by memory. Cyndra deploys AI employees that sit inside your Clio instance and handle those jobs the way an exceptional associate would — without the billable rate.
Built for: Law firms running on Clio Manage, Clio Grow, or Clio Draft
Why this matters
Clio is the system of record. Cyndra is the worker.
Clio is a great system of record, but records don't fill themselves in. Time entries get forgotten until Friday. Intake paperwork stalls because nobody chased it. Matter updates to clients get deprioritized because partners are in court. The result: leaked billable hours, slow client response, and partners burning 10+ hours a week on work a trained assistant could do.
What Cyndra does in Clio
6 workflows your team is probably doing by hand right now.
Workflow 01
Automated intake + conflict check
A new intake form submission triggers an AI employee that creates the contact and matter in Clio, runs a conflict check against your existing Clio contacts and matters, drafts an engagement letter from your firm's template with the matter details merged in, and routes it to the assigned attorney for approval in Slack. Approved letters go out for e-signature via your existing signing tool. Rejected matters get a polite decline email with the reason logged on the contact.
Workflow 02
Passive time tracking from Slack, email, and calendar
The AI employee watches scoped activity — Slack threads with client mentions, calendar events on matters, email exchanges with matter contacts — and when it detects billable work, proposes a Clio time entry with the matter, an accurate narrative, and the billable hours. Attorneys confirm or edit with a single thumbs-up reaction in Slack. Average firm sees 3–6 hours of previously-leaked billable time recovered per attorney per week.
Workflow 03
Weekly matter digests for partners
Every Monday morning, partners get a tailored digest in Slack or email: matters with deadlines this week, matters that have been silent for 14+ days, matters that haven't been billed in 30+ days, and clients who haven't heard from the firm in 60+ days. All pulled live from Clio, ranked by risk. Partners click through to the Clio matter directly from the digest.
Workflow 04
Client update drafts on matter change
When a matter status changes in Clio — hearing scheduled, filing made, discovery produced, settlement offered — an AI employee drafts a client update email with context pulled from the matter itself and tone calibrated to the client's past correspondence. The assigned attorney gets the draft in their inbox with a one-click send. Most client updates go out in under 60 seconds of partner time.
Workflow 05
Pre-meeting matter briefs
Before every scheduled Clio calendar event, the AI employee sends the attorney a 90-second prep brief: recent matter activity, outstanding deliverables, last client communication, open tasks, and relevant documents from the Clio matter file. Delivered 15 minutes before the meeting, straight to your Slack DMs or phone.
Workflow 06
Trust account reconciliation flagging
The AI employee monitors trust ledger activity in Clio and flags common reconciliation issues — three-way reconciliation mismatches, IOLTA balance anomalies, transactions without matter association, deposits stuck in clearing — to your firm's bookkeeper or controller in Slack. Catches issues while they're small, not at month-end.
How we connect
Direct Clio integration — no middleware, no lock-in.
Cyndra connects to Clio via Clio's REST API using OAuth, with scopes set per AI employee — matter-read, contact-read, time-entry-write, document-read — and nothing more. We never ask for admin access unless the workflow explicitly requires it. For firms exposing Clio to other AI systems (like a firm-wide Claude or GPT deployment), we can stand up an MCP server that gives those agents the same scoped Clio access. Every tool call is logged to your firm's audit stream for compliance review.
Sample deployment
What a real Clio engagement looks like.
A 22-attorney litigation firm in Phoenix deployed Cyndra inside Clio over three weeks. Goals: recover leaked billable time, cut partner hours spent on intake, and keep clients updated without chasing partners for status. Week 1: discovery and scoping, OAuth setup, playbook training on the firm's engagement letter templates. Week 2: automated intake and conflict checks went live for the family law practice group. Week 3: passive time tracking and weekly digests deployed firm-wide. After 60 days, average partner time spent on intake dropped from 4 hours/week to 35 minutes, and recovered billable hours averaged 4.8 per attorney per week — a six-figure monthly swing from a two-week deployment.
FAQ
Clio + Cyndra, answered.
Does Cyndra replace Clio?
No — Cyndra works on top of Clio. Clio remains your matter, billing, and practice management system of record. Cyndra is the AI employee that fills Clio in for you and takes action on the data inside it, the way a trained legal assistant would. Nothing leaves Clio; every action is logged in Clio's native activity feed.
How is this different from Clio Duo, Clio's built-in AI?
Clio Duo is a general-purpose AI assistant inside the Clio UI for summarization and Q&A — useful for individual attorneys. Cyndra AI employees are trained on your firm's specific workflows and playbooks, work autonomously across Slack / Teams / email / calendar, and take action inside Clio rather than just answering questions about it. Think of Clio Duo as Clio's copilot; think of Cyndra as a dedicated AI associate assigned to your matters.
How does Cyndra handle attorney-client privilege and confidential client data?
We treat Clio data as attorney-client privileged by default. Every AI employee operates with scoped OAuth — it only reads the matters and contacts required for its role. No client data leaves your Clio instance to train models. We sign Business Associate Agreements and will operate under your firm's data retention and confidentiality requirements, including state bar rules on third-party technology vendors.
Does Cyndra require a specific Clio plan?
Cyndra works with any Clio Manage plan that includes API access — Starter and above. For firms on Clio Suite (Manage + Grow + Draft), we can orchestrate across all three: intake enters via Grow, matter management happens in Manage, and document assembly hits Draft.
Can I try this on one practice group first before rolling out firm-wide?
Yes — in fact we recommend it. Most Cyndra engagements with law firms start with a single practice group and one or two workflows (usually intake + time tracking) to validate the fit, then expand across the firm over the following 8–12 weeks. We scope the pilot against measurable outcomes in your first discovery call.
How is pricing structured for law firms?
Every engagement is custom-scoped after a free discovery call so you know the investment before committing. Pilots with a single practice group are smaller than firm-wide implementations. We don't charge per-matter, per-API-call, or per-seat — pricing is against the outcomes we agree on during scoping. Book a call to get a quote specific to your firm.
Put AI employees to work inside Clio.
A free 30-minute call to scope your Clio deployment. We map the highest-ROI workflows and give you a custom quote.