Atlas Workspaces: Building Matter Workflows with Agentic Document Review

What Is Atlas Workspaces

Atlas Workspaces are matter-scoped environments designed to be the center of gravity for your firm's deal and case workflows. They're not file folders or passive document repositories. Instead, they're active review environments where you upload documents in bulk, agents automatically classify and route them, execute pre-review and substantive review workflows in parallel across hundreds of files, and then draft new client deliverables - redlines, closing checklists, diligence reports - from what they found.

Each Workspace is a container for a single matter or deal. You upload documents, agents go to work, and the workspace becomes a living audit trail of findings, decisions, and generated work product.

Grounded in Your Curated Knowledge Graph

Atlas Singularity (v6) ingests your firm's existing data from iManage, SharePoint, OneDrive, NetDocuments, and email into a per-tenant curated knowledge graph. The curation itself is agentic: as new documents land in your firm's systems, Atlas agents continuously read, classify, link, and refine the graph so retrieval, drafting, and review all run against a graph shaped by AI on your own work.

Workspaces tap that graph directly. When agents review a contract in a Workspace, they're not just applying generic contract logic. They're comparing against your firm's prior deals, your negotiation patterns, your privilege markings, your redline history. Every finding carries the weight of your precedent.

What Shipped This Week

This week we shipped the folder structure inside Workspaces so documents and review findings organize themselves automatically. We also shipped agent-generated folders so when an agent completes a task (extracting clauses, flagging privilege, comparing to precedent), it can create a folder and organize the output documents there without manual curation.

We also fixed PDF rendering inside the workspace viewer so you can see full documents without browser stacking artifacts, and we resolved iframe blocking issues so the built-in viewer stays unobstructed.

We also shipped the inline tabular review editor, so you can click into any row of a review (a rep and warranty, an indemnification cap, a closing condition) and edit findings, flags, or markup right there without leaving the workspace.

How Teams Use Workspaces

Contract Intake and Triage: Upload a batch of incoming agreements. Agents classify by contract type, counterparty, and risk profile. Route each group to the right practice team. Agents flag scope issues and conflicts before substantive review even starts.

Due Diligence Review: Upload target company contracts, financial records, and litigation files. Agents run pre-review on privilege and conflicts, then execute tabular reviews on commercial terms, litigation exposure, and compliance risk. Agents draft a diligence memo summarizing findings and flagged issues.

Privilege and Conflicts Screening: Stage documents from a litigation or deal folder. Agents compare against your privilege log and known conflicts, flag files that shouldn't be produced, and generate a redaction schedule for outside counsel.

M&A Substantive Review: Upload sale agreements, schedules, and schedules of schedules. Agents extract reps and warranties, indemnification caps and baskets, closing conditions, and survival periods. Agents compare each provision against your SPA template and prior deal markups. Agents draft redlines and an indemnification schedule reflecting your firm's negotiation position.

The Agent Execution Layer

Agents inside Workspaces run review in parallel. Upload 500 documents, and agents start classifying and routing all of them at once, not sequentially. As agents complete sub-tasks - extracting a clause, flagging a conflict, comparing to precedent - they surface findings in tabular reviews that you can then edit, approve, or hand back to agents for refinement.

When substantive review is done, agents can draft new documents from the rollup: an SPA markup reflecting all negotiated changes, an indemnification schedule with caps and baskets extracted from the review, a closing checklist with all conditions flagged during review.

Getting Started

Head to https://atlas-ai.io to see Workspaces in action. Create a new matter, upload a small batch of documents, and watch agents classify and route them. Use the tabular review interface to see how findings surface and connect back to the source documents. Then try building a matter workflow that matches your practice's review process - privilege first, then conflicts, then substantive review, then drafting.

Your firm's curated knowledge graph turns generic document review into review that remembers your deals, your style, and your negotiation positions. Workspaces are where that leverage happens.