Fabren
Private AI back office for law firmsSmall and mid-sized law firms with heavy matter administration
Private legal ops workspaceDedicated Fabren engineerAttorney review by design

Your firm gets a review-first legal ops workspace. Organized files, drafted admin work, tracked deadlines, and attorney review built in.

Fabren installs a private AI workspace for intake packets, discovery checklists, client document chasing, matter summaries, chronology drafts, and back-office legal admin, with attorney review kept at the center.

Installed in your stack
Managed by a dedicated engineer
Built for repetitive back-office work
Review-first
automation for legal admin
Engineer
dedicated Fabren implementation lead
Review
approval gates for important work
Managed workspace previewlive pilot
Intakeready
Client docsready
Discovery trackerreview
Matter summaryreview

Client files, deadlines, discovery, and admin drafts stay organized around attorney review.

The concept

Like a web design agency. But for your AI back office.

Fabren does not hand you a login and leave. We install a private workspace, connect it to your operating stack, build the workflows, monitor the loops, and improve the system with you every month.

Not SaaS

You are not buying another dashboard your team has to configure.

Not a chatbot

The workspace runs files, inboxes, exports, scripts, checklists, and review queues.

Not consulting

The deliverable is a working operating loop, not a strategy document.

Private workspace

A secure cloud workspace with tools, scripts, prompts, logs, and scheduled workflows.

AI operating layer

Codex helps prepare files, docs, exports, internal tools, review queues, and repeatable admin work.

Managed delivery

A Fabren engineer works directly with your team to ship and maintain the system.

fabren-managed-workspace
Matter operations command center
Intakerunning
Client docsrunning
Discovery trackerqueued
Matter summaryqueued
Attorney reviewqueued

workspace output

Client files, deadlines, discovery, and admin drafts stay organized around attorney review.

Organize new client documents by matter and type
Prepare intake summaries and missing-information requests
Draft non-legal admin follow-ups for review
next review
Forward-deployed engineer checks the loop, improves the system, and ships the next workflow.

Why this wins

A managed workspace beats another tool.

Most AI projects fail because the business still has to translate messy work into a reliable system. Fabren owns that translation layer.

AI SaaS

A new login

Your team still configures workflows, context, and adoption.

Fabren workspace
Private workspace
Managed AI ops
Engineer-led setup

The operating layer that turns messy tools into one managed workflow system.

Automation agency

A few zaps

Useful at first, but brittle when the real process changes.

What launches first

A narrow workflow that proves the model.

We do not start by promising to automate the whole company. We start with one operational loop that is repetitive, measurable, and painful enough that your team already wants it gone.

30-day launch mapone workflow first
Week 1
01

Workflow map, access plan, success metric, approval rules, and first data sources.

Week 2
02

Private workspace setup, prompts, scripts, folder conventions, and first working loop.

Week 3
03

Integrations, exception handling, team feedback, and controlled live testing.

Week 4
04

Launch, training, monitoring dashboard, and roadmap for the next two workflows.

30-day pilot

Tell us the one workflow your team already knows is leaking time. We'll scope what 30 days looks like.

Scope my pilot

What it runs

A managed AI workspace for lawyers.

Start with the repetitive work your team already knows is leaking time. Then turn that workflow into a managed operating loop.

Client intake

Forms, facts, documents, and initial matter summaries are assembled for review.

Discovery admin

Requests, missing items, productions, and follow-ups are tracked and summarized.

Matter summaries

Emails, PDFs, notes, and timelines become review-ready summaries and chronologies.

Deadline visibility

The workspace maintains status, next steps, and exception reports for open matters.

How the work gets done

The system does the prep work. Your team keeps the judgment.

We design autonomy by risk. Repetitive collection, preparation, summaries, drafts, and status updates can run continuously. Decisions that affect money, legal exposure, customer promises, tax, or production systems stay behind approval rules.

node
Inbox, docs, exports, portals
node
Organize new client documents by matter and type
node
Prepare intake summaries and missing-information requests
node
Human review when risk is high

Draft non-legal admin follow-ups for review

Maintain matter status and exception reports

Forward-deployed engineering

You work with an engineer, not a chatbot installer.

Each workspace is implemented by Fabren around your real systems. We do the messy deployment work: access, prompts, scripts, SOPs, testing, monitoring, and iteration.

01

Map intake, discovery, and matter admin workflows

02

Set confidentiality, permissions, and review rules

03

Build matter-specific templates, trackers, and file conventions

04

Tune the workspace around attorney and paralegal feedback

Integrations

Built around the tools you already use.

We start with the lowest-friction connection path: exports, folders, inboxes, spreadsheets, APIs, MCP servers, or custom scripts.

CLClioFVFilevineMCMyCaseGoogle DriveSharePointDropboxOutlookGmailSlackTeams

Attorney review remains the decision point

Built for confidential workflows

No legal advice automation

Matter-by-matter audit trail

Pilot proof target

A typical first pilot starts with non-legal admin preparation: intake assembly, document chasing, discovery tracking, or matter status reports.

Monthly management

The workspace gets better after launch.

The first workflow is the beachhead. Every month, Fabren reviews outputs, fixes failures, adds context, connects more data, and ships the next useful operating loop.

01
Review

Weekly output review and failure cleanup

02
Improve

Prompt, script, and SOP improvements

03
Prioritize

New workflow backlog and prioritization

04
Govern

Access, security, and approval rule tuning

05
Adopt

Team training and adoption support

06
Report

Monthly outcome report

ROI calculator

Estimate the admin capacity a managed Codex workspace could unlock.

This is a planning model for lawyers, not a guarantee. It values recovered admin hours before any extra revenue from faster turnaround, better follow-up, or fewer dropped tasks.

Use 25-40% as a practical planning range for repetitive document chase, inbox, reporting, and admin-prep workflows.

Monthly hours saved
73
Capacity unlocked
0.4 FTE
Monthly labor value
$4,001
Annual labor value
$48,011
Estimated net monthly value
$1,501

At these numbers, the monthly retainer pays for itself in about 2.7 weeks of recovered labor value.

Setup fee recovered in about 2.0 months after retainer, if the assumptions hold.

Conservative note: this excludes revenue lift from faster client response, fewer missed deadlines, cleaner follow-up, or higher team throughput.

Commercial model

Upfront implementation. Monthly managed workspace.

This is not priced like SaaS because Fabren is not handing you software. We install, manage, monitor, and improve the AI back-office system.

The setup fee covers implementation: mapping the workflow, connecting your tools, building the workspace, testing the first loop, and getting your team to a working launch.

Pilot

$3k setup + $1k/mo

One workflow, one workspace, one painful outcome. Best for testing the model before expanding.

Managed

$7.5k-$15k setup + $2.5k-$5k/mo

Multiple loops, integrations, weekly monitoring, and monthly improvements.

Embedded

$25k+ setup + $8k+/mo

Department-level rebuild with deeper integrations, custom tooling, and ongoing implementation engineering capacity.

Start here

Build the first workflow. Then decide how far to take it.

Tell us where the back-office drag is. Fabren will map the first workspace implementation, what it connects to, what it can prepare automatically, and what should stay human-reviewed.

Private by design
Forward-deployed engineer included
Human approval gates where needed
Launch one workflow before expanding
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FAQ

Is this legal advice?

No. It supports legal operations and admin preparation. Attorneys remain responsible for legal judgment and final work product.

Can it handle confidential files?

We scope data access, permissions, and audit expectations before implementation.

Where does it start?

Usually intake, document chasing, matter summaries, or discovery admin.

Build our law firm workspace