How Atlas Workspaces Turn Agentic Review Into Auditable Firm Workflows

What Workspaces Are

Atlas Workspaces are matter-scoped environments where your firm's agents run document review at scale. Upload a deal stack, case file, or diligence corpus into a Workspace. Agents classify and route the documents. Pre-review agents check privilege and conflicts. Substantive agents extract clauses, compare to firm precedent, flag indemnification gaps, and produce findings in structured tables. Post-review agents draft new client documents, schedules, and memos directly back into the workspace.

The human interface is familiar: a PDF viewer, folder navigation, inline tabular review editor, and share dialog. The work happening behind those UIs is agentic and parallel. Every agent action is logged, traceable, and grounded in your firm's own curated knowledge graph, not a generic LLM.

The Platform Foundation

Every Workspace runs against a per-tenant knowledge graph built from your iManage, SharePoint, OneDrive, NetDocuments, and email archives. The graph is curated continuously by Atlas agents that read, classify, link, and refine your firm's content as it lands. When agents inside a Workspace review a document, they're not just pattern-matching against a large language model. They're reasoning over your firm's own precedent, contract library, playbooks, and prior findings.

This matters because it grounds every agent decision in your work, not a generic corpus. When an agent extracts an indemnification cap from a document, it's comparing it to your firm's prior deals in the graph. When it flags a missing survival period, it's reasoning from your firm's standard playbooks. When it drafts a redline, it's generating text that matches your firm's voice and risk posture.

What Shipped This Week

We shipped the core Workspace UI and agent execution layer. The PDF viewer renders documents one page at a time with click-to-select and inline markup. The folder rail lets you organize documents and see auto-generated agent folders that group findings by type. The tabular review editor is inline and collaborative: every row corresponds to a finding or extracted clause, and you can edit, approve, or reject agent work directly in the table.

Agent task boards show you what agents are running, what they've completed, and what findings they've produced. Share a Workspace with your team. Everyone sees the same PDF, the same tabular reviews, and the same agent-generated folders. You can edit together, approve in parallel, and hand off to the next stage of the deal or case.

Document staging is now clean and intentional. You pick specific folders and files from iManage, SharePoint, or OneDrive using a cloud picker. Atlas ingests them into the Workspace and queues the agent tasks. You're explicit about what gets reviewed and from where, and you have a trail of what went in.

Concrete Workflow Example

M&A team uploads a 200-document target company data room into a Deal Review Workspace. Pre-review agents run in parallel, checking privilege and flagging conflicts. In 45 minutes, all 200 documents are classified. Substantive agents then extract material contracts, REPs and warranties, indemnification caps and baskets, survival periods, and diligence exceptions. Each finding lands in a tabular review organized by clause type.

You see: 47 warranty breaches flagged, 23 survival periods below firm standard, 8 indemnification caps that need negotiation. You click the breach row, the PDF opens to the clause, you read the agent's reasoning (grounded in your firm's precedent), and you approve or edit the finding. Post-review agents then draft the rep schedule, indemnification memo, and SPA markup with redlines. Deal closes on time because review was fast, visible, and auditable.

What This Unlocks

Visibility into how AI is actually used in your firm. Every agent action is logged: what document, what finding, how long, what your firm's prior work it was grounded in. That's the data you need to measure ROI, optimize workflows, and build confidence in agentic review.

Matter workflows become reusable and auditable. Build a Deal Review workflow once, run it on every new M&A matter. Build a Patent Diligence workflow, a Privilege Review workflow, a Contract Extraction workflow. Each one is a Workspace + an Atlas List (a sequence of agentic actions that agents execute in order). Your team stops writing prompts and starts shipping workflow improvements.

Collaboration at the point of work. Deal counsel, senior partner, and outside counsel are all in the same Workspace, seeing the same agent findings, editing the same tabular reviews. No more emailing PDFs and redlines back and forth.

How to Try It

Sign in to https://atlas-ai.io, create a new Workspace, pick a matter or deal. Upload documents from iManage, SharePoint, OneDrive, or Google Drive using the cloud picker. Choose a review type: contract review, due diligence, privilege check, or custom. Agents start working immediately. You'll see the task board fill with running tasks, then the tabular reviews populate with findings in real time. Click any finding to jump to the PDF. Edit, approve, or reject. Draft new documents from the rollup.

Workspaces are live in Atlas v6. Start with a small pilot: a single deal, a single case, a single diligence project. Measure time to review, accuracy against prior manual reviews, and completeness of findings. Scale from there.