Operational AI infrastructure for intake, case management, document workflows, and client communication — built around how your firm actually runs.
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We have audited more than forty firms — solo, mid-market, and AmLaw 200. The specifics change. The friction points do not.
Calls and web forms hit between 5pm Friday and 9am Monday. Most firms route them to voicemail or a generic answering service that captures a name, a number, and almost nothing useful. By Monday morning, the contingency-fee opportunity has already signed with the firm that called back at 6:14pm.
Intake forms get retyped into Clio. Insurance details get retyped into the matter. Medical providers get retyped into the records-request template. The same three fields move across six systems by hand. Senior paralegals spend the back half of their day on work a first-year could do — and often does.
Records are requested, faxed back, dropped into a shared drive, then forgotten until someone notices a deadline. There is no system tracking which provider has returned what, which signature is missing, or which request needs a third follow-up. The case waits while the inbox grows.
Deadlines live in one person's head and one Outlook calendar. Filings, response windows, and statutes get tracked in the same colored block as a partner's tee time. One vacation, one resignation, one missed sync — and the firm is exposed.
Clients call to ask "what is happening with my case." Staff explains the same status three times a week. Attorneys put off the update email because it is the fourth-priority task on a sixteen-priority day. The relationship erodes quietly until a 1-star review arrives.
The senior associate who knew the judge's preferences, the working motion templates, the right deposition outline — they took a job in-house. Nothing was written down. The firm rebuilds the same playbook every three years.
Before we talk about AI, we map the machine. Every firm we work with starts here — the four operational surfaces every matter touches, and the work that happens on each.
From first touch to signed retainer. Most firms leak revenue here.
The middle of the funnel — where work actually happens, slowly.
The work the firm does to stay in sync with itself and with clients.
The firm's memory. Usually trapped in one senior attorney's head.
We do not believe in an "AI lawyer." We believe in an AI operations layer that takes the predictable, repetitive, system-to-system work off your team so your attorneys can spend their time on the work that earns the fee.
Filings, settlements, fee agreements, demand letters, dismissals. The AI drafts, organizes, and surfaces — your attorneys decide and sign.
Six systems we have deployed in production at law firms. None of them are chatbots. All of them are operational infrastructure that connects the tools you already use.
After-hours web leads are qualified, summarized, routed, and logged into the CMS before staff arrives in the morning.
Court deadlines, filings, response windows, and document requests are tracked from matter creation and surfaced before they become a problem.
Records are requested, tracked across providers, chased on a schedule, and summarized as they come in. No more inbox archaeology.
Clients get proactive, milestone-driven updates in plain English. Attorneys approve in a single click instead of writing emails from scratch.
Attorneys retrieve case procedures, internal SOPs, template motions, and prior matter context in seconds — across the firm's full corpus.
Requests, productions, and privilege logs move on a tracked rail. Nothing is "in someone's pile" — every artifact has a state.
This is what the first ten minutes of a new matter looks like once the operational layer is in place. No staff awake, no morning catch-up, no lost lead. The work just runs.
Diagram is illustrative. Production traces include retries, fallbacks, and human-checkpoint pauses not shown here.
We do not ask firms to migrate. We build the operational layer on top of the systems you have already invested in — your CMS stays the system of record, your comms stay where staff already work, and the AI lives in the seams between them.
We do not import or re-platform. Your CMS is the source of truth.
Every AI write is timestamped, attributable, and reversible.
Internal portals, legacy databases, in-house tools — we integrate.
Not a feature, not a chatbot, not a magic button on a marketing page. The work it does is the same work your staff has always done — moved into a system where it runs reliably.
If a system is not measurably more accurate than your current process, we do not ship it. We measure before, after, and continuously — and we say so when something is off.
The best AI system is the one that disappears into your firm's actual workflow. If staff have to change how they work to use it, it is the wrong system.
Strategy, negotiation, advocacy, and anything irreversible go through an attorney. The AI is the paralegal that never sleeps, not the partner.
How a Florida personal injury defense firm replaced its legal case management software with an AI operating layer — reducing legal assistants from 6 to 1, saving $60K a month, and automating the full litigation lifecycle from intake through billing.
Read the case studyBook a consultation to discuss your AI strategy and see how we can help.
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Book an intro call. We'll show you where AI creates real leverage in your operation.