Agent operating system, not another point solution

The Operating System Your Firm Talks To

FirmOps connects the tools your staff already use — Clio, email, phones, documents, tasks, approvals, and reporting — so an owner can ask one agent what is happening and move work with supervision.

The operator behind the system

Jonathan Mahler

Non-Attorney Partner & COO, Conduit Law. Co-founder, FirmOps.

I run operations inside a live personal-injury firm. The systems behind FirmOps were built around real cases, real staff capacity, real client pressure, and the daily mess that never shows up in generic SaaS demos.

2.5h → 10m

intake rebuild

47 → 1

steps cut

1,000+

cases processed

FirmOps operating model

The Law Firm OS: Broken vs Working

AI only compounds when the operating layer is real. Skip capture, retrieval, source truth, permissions, feedback, or execution — and the firm is back to staff manually routing context.

1

Capture

Get firm work into the system.

Broken firm

Case knowledge scattered everywhere

Notes live in inboxes, calls, PDFs, texts, Clio fields, and somebody’s memory.

Working OS

Every key source feeds the OS

Clio, email, calls, documents, forms, tasks, and finance events land in one governed intake layer.

ClioEmailCallsDocs
2

Retrieval

Find the right context for the task.

Broken firm

Staff become the search engine

The answer depends on who remembers the right thread, note, file, or workaround.

Working OS

Agents pull the relevant chunks at runtime

The OS retrieves only the matter, workflow, policy, and proof needed for the current job.

MatterWorkflowPolicyProof
3

Source truth

Decide what wins when sources conflict.

Broken firm

AI trusts stale or weak sources

Old SOPs, copied spreadsheets, and outdated file notes get treated like live data.

Working OS

Freshness and hierarchy decide what wins

Canonical records, recency, audit evidence, and trusted systems outrank stale artifacts.

CanonicalRecentAuditedTrusted
4

Permissions

Control who can see and do what.

Broken firm

Access is either too broad or too manual

People get too much access, not enough context, or both. Risk hides in the gaps.

Working OS

Access follows role and workflow

Staff, managers, attorneys, and agents see the right scope with approval gates before writes.

RoleMatterStageGate
5

Feedback

Turn corrections into system learning.

Broken firm

Corrections disappear after the fix

The same mistake gets corrected in chat, then repeats next week in another workflow.

Working OS

Corrections become operating rules

Human edits update prompts, policies, validators, playbooks, and future agent behavior.

EditRuleValidatorMemory
6

Execution

Move real work with accountability.

Broken firm

AI drafts isolated one-off outputs

A document or email appears, but no owner, status, approval, or downstream measurement follows.

Working OS

Agents ship inside real workflows

Drafts, tasks, approvals, filings, reminders, and metrics stay connected from request to outcome.

DraftApproveFileMeasure
Stronger togetherEach layer depends on the one before it. Together, they create a law-firm operating system that learns, protects, and compounds.

Firm-wide coverage

One operator for the whole firm.

Most firms do not need another dashboard. They need a queryable, actionable control layer over the systems already running the firm.

Intake & case launch

Stop losing signed clients to slow follow-up, duplicate entry, and handoffs nobody owns.

Case management, technology & integrations

Make Clio, Dropbox, Gmail, phones, forms, and calendars behave like one operating system.

AI deployment

Roll out Claude co-work and AI agents (Hermes) under supervision, with clear human review.

Marketing & case acquisition

Turn campaigns, referrals, reviews, and intake data into a pipeline you can actually manage.

Client experience & communication

Build update rhythms so clients are not calling because the firm went quiet.

Documents & e-signature

Cut copy-paste document work and route signature packets without staff babysitting every step.

Finance, billing & trust operations

Tighten the money workflows: billing, trust steps, bookkeeping inputs, and approval trails.

Staffing, SOPs & accountability

Clarify who owns what, write the process down, and make the work visible before it breaks.

Reporting & KPIs

Track the numbers that show where matters stall, where staff are buried, and what to fix next.

The AI wedge

Your firm's AI department, run like operations.

The first week is read-only: ask what matters are stale, which intakes need attention, or where work is waiting. Once trust and rules are clear, supervised agents draft client updates, tasks, intake handoffs, and document requests for approval.

The guardrails are non-negotiable: human-in-the-loop, confidentiality first, and AI never replaces attorney judgment. It supports the firm. It does not practice law.

What changes when someone owns it

  • • Staff stop improvising across disconnected tools.
  • • Partners see the bottlenecks before they become fires.
  • • AI gets deployed where it saves time, not where it creates risk.
  • • The firm handles more work without pretending people have infinite capacity.

If you want this running at your firm, start with the live demo.

The 15-minute call shows the read-first agent, supervised write workflow, approval model, and the design-partner scope before anyone talks implementation.

Book a 15-min live demo