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Private Legal AI Associates

AI Infrastructure for Modern Law Firms

Install secure AI associates inside your law firm, automate repetitive legal work, and protect attorney-client privilege without compromising control.

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Deploy Layer

Private infrastructure deployment

OpenShell kernel-isolated runtime

Isolated client data environment

Connect Layer

Integrate existing legal systems

Link Clio, iManage, and email

Secure practice-group separation

Automate Layer

Automate repetitive legal work

Draft pleadings and contracts

Research and case law analysis

Control Layer

Attorney Approved-in-the-loop gates

Attorney review and approval

Full audit logging and audit trace

CONTROL

ANALYZE

CONNECT

RESOLVE

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Overview

Diffract is a secure AI infrastructure platform built exclusively for modern law firms.

Verify policy

Require approval

Update matter

Send confirmation

SOURCE CONNECT

Connect practice, email, and documents.

ACTION RUNNER

Execute updates, tasks, and notifications.

APPARTNERVAL GATE

Require approval for sensitive actions.

AUDIT + INSIGHTS

Track every change and spot patterns.

Capabilities

Numbers

Features

Integrations

Pricing

Testimonials

Insights

FAQ

Capabilities

Isolated execution and legal automation under your control.

Diffract is a secure legal AI platform that deploys private infrastructure, integrates your tools, automates repetitive work, and ensures attorney oversight.

Deploy

Install private AI associates directly inside your firm's own infrastructure.

Connect

Securely link document management, billing, CRM, email, and calendars.

Automate

Perform repetitive legal work, draft pleadings, and conduct legal research.

Control

Set human-in-the-loop approvals so licensed attorneys always supervise final work.

Numbers

The efficiency behind the legal associates

Clear visibility into legal workflow execution, time savings, and compliance.

WEEKLY MATTERS

Legal research & document workflows

1,231

MANUAL BILLABLE HOURS SAVED

Research memos generated

3.8k

Contracts reviewed

6.4k

Pleadings drafted

4.2k

ATTORNEY PARTNERDUCTIVITY

Matter capacity per attorney

139%

WORKFLOW MODE

AI Prepared

72%

Attorney Approved

28%

BILLING EFFICIENCY

Gated by attorney oversight

+65.5%

FEB

MAR

PRACTICE AREA COVERAGE

Legal Workflows automated

+247%

ACCURACY & COMPLIANCE

Under kernel-isolated audit

100%

Features

Core systems that power every workflow

Real-time performance across workflows and automation showing how Diffract improves speed and compliance.

Private Infrastructure

001

Install Diffract directly inside your firm's own cloud or on-premise environments with absolute isolation.

Kernel-Isolated Runtime

002

Uses NVIDIA OpenShell kernel-isolated runtime to ensure secure, sandboxed execution of AI models.

Human-in-the-Loop Gates

003

Attorneys review, edit, and approve every document, contract draft, and research memo before release.

Integrations

Integrate with your existing legal ecosystem

Our platform integrates directly with your core infrastructure so it can retrieve data, trigger workflows and act in real time.

Documentation

Communication

Drafting & Review

Research & Matters

Bidirectional

Secured by default

Context-aware

MICROSOFT OUTLOOK

Email and calendar synchronization

GMAIL

Client email capture and threading

CLIO GROW

Client intake and lead management

MYCASE

Client messaging and case updates

LAWMATICS

CRM, intake, and marketing automation

Pricing

Premium plans designed for law firms

Flexible deployment options from single practice groups to enterprise-wide infrastructure.

ASSOCIATE

$1,5,000/mo

Select preferred
billing cycle

MONTHLY

ANNUAL

USAGE

Seats

Resolutions / mo

Integrations

FEATURES

Private AI Deployment

Attorney Supervision

Legal Workflows

Audit & Compliance Logs

SUPPORT

Standard Support

Priority Support

Dedicated Legal Tech CSM

ASSOCIATE

$1,5,000/mo

For mid-sized firms getting started with private legal AI.

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Up to 20

5,000

PARTNER

$49

/mo

For large firms deploying private AI across practice groups.

GET STARTEDGGEETT SSTTAARRTTEEDD

Up to 100

50,000

Unlimited

ENTERPRISE

Custom

For enterprise law firms and corporate legal departments needing custom infrastructure.

TALK TO SALESTTAALLKK TTOO SSAALLEESS

Unlimited

Custom

Unlimited

Testimonials

What our partners say about Diffract

Diffract is trusted by modern law firms that need security, private execution, and absolute control over their legal AI infrastructure.

Diffract transformed how our firm operates — turning repetitive legal drafting and research into a secure, private workflow that saves us thousands of billable hours.

HARRISON VANCE

Managing Partner, Vance & Associates

Blog

Articles, notes, updates, and latest case studies

Insights on legal AI security, workflow automation design, and the systems behind scalable private infrastructure.

Why Public Chatbots Fail in Legal Work (And What to Do Instead)

Updates

Apr 8, 2026

Introducing the Connect Layer: From Intake to Filing in One Step

Updates

Mar 15, 2026

The Hidden Cost of Generic AI in Mid-Sized Law Firms

Updates

Feb 28, 2026

FAQ

Frequently asked
questions

STILL HAVE QUESTIONS?
WE'RE HERE TO HELP

If you handle complex workflows or need custom integrations, our team can help.

CONTACT USCCOONNTTAACCTT UUSS

Do we need to train the AI model ourselves?

No. Diffract securely connects to your firm's existing systems, legal databases, and internal documents. The AI is pre-trained on legal structures and adapts to your firm's specific style and guidelines under attorney supervision.

What legal systems do you integrate with?

Diffract integrates with major Document Management Systems (iManage, NetDocuments), Practice Management Systems (Clio, MyCase), email, calendars, billing software, and custom legal APIs.

Can we control what actions the AI takes?

Absolutely. Licensed attorneys retain complete oversight. Every document draft, contract redline, and research memo must be reviewed and approved by a lawyer before anything is finalized or sent externally.

How does Diffract protect client data and privilege?

Security is our core foundation. Diffract deploys private AI models directly inside your firm's own isolated environment. We use NVIDIA OpenShell kernel isolation, deny-by-default networking, and hide sensitive credentials so your client data and attorney-client privilege are never compromised.

How long does deployment and onboarding take?

Diffract can be deployed and securely integrated with your systems in under a day. Our onboarding team assists in configuring your private infrastructure and mapping your practice workflows.

What does Diffract actually do?

Diffract is a secure AI infrastructure platform built exclusively for modern law firms. It installs private AI associates inside a firm's own infrastructure to automate repetitive legal workflows, draft pleadings, and review contracts while keeping lawyers in complete control.

AI Infrastructure for Modern Law Firms

Diffract is a secure AI infrastructure platform built exclusively for modern law firms.

Diffract is a secure AI infrastructure platform built exclusively for modern law firms.

Isolated execution and legal automation under your control.

The efficiency behind the legal associates

139%

72%

28%

100%