Turn your playbook into
a working AI reviewer.

Upload your firm's contract negotiation playbook — in any format — and get a structured AI configuration that reviews contracts the way you do.

The Problem

The gap between AI and
your firm's standards.

Every firm has contract playbooks — partner memos, spreadsheets, negotiation guides. Thousands of hours of accumulated judgment. AI doesn't know any of it.

Generic AI

Summarizes contracts. Suggests generic edits. Same advice for every firm, every deal, every time.

Your Playbook + AI

Reviews contracts the way your firm does it. Your positions. Your fallbacks. Your red lines. Your institutional knowledge.

45%
improvement over baseline AI
with playbook-guided review
How It Works

Three steps. Four minutes.

01

Upload Your Playbook

Any format: PDF, Word, Excel, plain text, pasted notes. The skill identifies the structure and extracts your positions.

02

AI Builds Your Skill

Your playbook becomes a structured SKILL.md — clause-by-clause guidance with preferred positions, fallbacks, red lines, and review checklists.

03

Review Contracts

Upload any contract. The AI reviews it against your rules with multi-pass analysis: proviso scanning, cross-reference synthesis, missing provision detection.

Capabilities

What the AI catches.

Validated across 171 test assertions with a 100% pass rate — including adversarial contracts designed to fool AI.

Hidden Provisos

"Provided, however" clauses that reduce headline protections.

Cross-Section Traps

Provisions in Section 14 that undermine promises in Section 3.

Definition Manipulation

Broad definitions with scope-gutting carve-outs buried in sub-clauses.

Missing Provisions

Required clauses that are simply absent from the contract.

Amendment Chains

Modifications to prior agreements flagged as unverifiable.

Dense Legalese

300-word sentences with double negatives decoded into plain assessments.

171/171
Eval Assertions Passed
45.3%
Improvement Over Baseline
3
Contract Types Validated
From Skill to System

The matter is all you need.

What you build in Cowork is a Level 2 tool — excellent, but session-bound. Every new session begins at zero. Inside Irys, that same playbook operates as a Level 3 and Level 4 tool: persistent firm context that compounds across every matter.

Level 2 · Today in Cowork

One attorney, one playbook, one contract.

Session-bound intelligence. Every new task starts from zero. Explanations repeat. Insight doesn't carry forward. Powerful — but fleeting.

Levels 3 & 4 · Inside Irys

The whole firm, every playbook, every matter.

Persistent firm context. Proprietary knowledge that compounds. A system of record your practice runs on — where judgment becomes infrastructure.

The Compression Dynamic

In recent weeks, Anthropic shipped Claude for Word and Cowork — two releases that made the core product of most Level 2 legal AI startups redundant overnight. The labs keep shipping. Every quarter, the floor rises. The durable version of a playbook skill lives inside a system, not a standalone tool. Wave 1 built copilots. Wave 2 owns the matter.

One Playbook, Every Surface

Your playbook, everywhere it matters.

Inside Irys, a single ingested playbook becomes firm-wide intelligence — wired into every surface your team touches.

01

Drafting Assistant

Real-time review as you draft. The AI flags deviations from your preferred language and suggests your fallback positions — inline, while you work.

02

Knowledge Graph

Firm judgment compounds over time. Every ingested playbook, every reviewed contract, every resolved negotiation enriches every future AI interaction.

03

Matter Management

Playbook context travels with the deal. Every team member — partner, associate, paralegal — sees the same intelligence attached to the same matter.

04

Team Library

One partner ingests a playbook once. Every associate and paralegal in the practice group benefits — with permissioned, auditable access across the firm.

Trust & Privilege

A playbook contains your firm's bottom-line positions, walkaway points, and strategic fallbacks. In Cowork, that runs locally on your machine — which is good. Inside Irys, it runs in an enterprise environment with explicit permissions, contractual protections, auditability, and controlled retention. That's the architectural difference courts are starting to care about.

The Compound Effect

One playbook is useful. Ten playbooks across practice areas is a moat. Every ingested playbook makes the platform smarter for that firm. This is firm-specific intelligence that doesn't exist anywhere else — and it's the one thing the labs can't compress, because it's built on your judgment, not theirs.

Get Started

Set up in five minutes.

1

Install Claude Desktop

Download Claude Desktop and enable Cowork mode for skill support.

2

Download the Skill

Add the playbook-ingestion skill folder to your Cowork skills directory.

Download Skill Folder
3

Upload Your Playbook

Open Cowork, mention your playbook, and the skill activates automatically. Works with any contract type and format.

4

Review a Contract

Upload a contract and ask the AI to review it against your new playbook skill.