Case management
Deadlines & chronology
Acme MSA · redline
Walk me through the redline before I send it.
Four off-market clauses, each tracked with the playbook cite and fallback language. §9.2 and §11.4 are the substantive ones; the venue and assignment edits are mechanical. Suggestion mode is on for your review.
acme-msa-redline.docxResize to read
Context agents run research, review, and drafting on privileged documents that never leave your perimeter, with every conclusion cited to its source.
Acme MSA
62 clauses parsed
off-market
4 clauses flagged
redline
drafted with fallbacks
Built for the enterprise
Privilege, traceability, predictable cost, and time to value, addressed before an agent touches a matter.
Privileged material stays in your environment
Matter files, contracts, and privileged material stay inside your VPC or air-gapped enclave, never shipped to a vendor cloud.
Full traceability
Each finding and clause traces to the document and passage that supports it, ready for attorney review and the record.
Predictable cost per matter
Routine steps run on cheaper models, and the most capable ones are saved for genuinely novel questions, so research and review stay affordable at volume.
Fast time to production
Bring a review or research workflow your attorneys run today and have it live in production within a week.
Use cases
Across the matter lifecycle, from research to production.
Contract review
Review agreements against your playbook, flag off-market terms, and propose redlines with the rationale cited.
Legal research
Research questions across authorities and your prior work, and hand back a memo with every proposition sourced.
Regulatory analysis
Map obligations to your operations, track changes, and explain what a new rule means for the business.
Matter management
Track matters, deadlines, and obligations, and surface what needs attention this week.
Discovery and review
Cull, classify, and review document sets with privilege and responsiveness calls traced to the page.
Drafting and production
Draft documents and responses in your house style, with every fact and citation grounded in the file.
Cited to your playbook
Every redline cites the playbook
Each change cites the playbook section or precedent behind it, so the partner reviews positions instead of re-reading the document.
- Off-market clauses link to the playbook rule they breach.
- Each redline carries the fallback language from prior matters.
- The review is a trace, so the next matter starts from this one.
acme MSA · review
redline-memo.docx
Acme MSA Review
Off-market
Liability cap is below our floor playbook 3.1; indemnity scope is broader than standard playbook 5.2.
Redlined
•Auto-renewal shortened to 30 days precedent.
•Governing law set to our default playbook 9.
clause-review.xlsx
Clause
Playbook
State
1
2
3
4
5
Each redline cites the playbook standard behind it
Faster, cheaper, better
Self-improving models, agents, and skills deliver better outcomes at scale.
Task completion on your team's rubric
Context94%
Claude Cowork62%
OpenAI Codex57%
Devin49%
From internal benchmarks on specialized enterprise workflows.
40
×
Faster turnaround
28
×
Lower cost per case
Custom models trained on your work
Your team's accepted outputs become training data for models you own and serve, and they beat general-purpose agents on your specific tasks.
Evals gate every change
Rubrics and golden sets validate every runbook, model, and context change against past work before it ships. Regressions are caught automatically.
Step-level model routing
Each step routes to the cheapest model that clears your rubric. Frontier models handle only the genuinely novel, so cost falls without losing quality.
One platform, four products
Workspace, Engine, Unify, and Evals cover research, review, and drafting end to end, on your infrastructure and under your controls. The platform learns your playbooks, prior matters, and house positions, and applies them to every run.
How it improves over time
Each accepted run makes the next one better. Attorney corrections become the standard the next run is held to.
Every matter makes the next review faster, and privileged data stays with the firm.
Connect your systems
DMS, contract repository, and matter systems connect once under your existing permissions.
Agents do the work
Research, review, and drafting runbooks execute inside your perimeter, each step traced to its sources.
Attorneys correct
Reviewers accept or correct outputs in the flow of work, and corrections are captured as standards, not lost in markup.
The work gets cheaper
Routine work moves to cheaper models that still meet your standard, and models trained on your approved work outperform general ones on your matters.
Prebuilt agents for your team
Turnkey agents for Legal, integrated with your systems and deployed in days. Each one runs inside your perimeter under your identity and permissions.
Works with your systems
Context connects to the tools this work already lives in, and every connector call inherits the caller's permissions. These are the systems the agents above plug into.
Deployment options
Legal teams run Context hosted, in their own cloud, fully air-gapped, or on premises. Sensitive data is never moved into someone else's cloud.
Run anywhere
Hosted, in your own cloud account on AWS, Azure, or GCP, fully air-gapped with no outside connection, or on the on-prem appliance. The same platform in every setup.
The data stays yours
Your team's approved work trains models you own. What the system learns about your firm stays inside your environment and never leaves it.
Agents get only the user's access
Agents sign in through your identity provider, like Okta or Azure AD, and get the same access as the person using them, and nothing more.
Every action is logged
Every run is recorded step by step, with who ran it and what it touched. Nothing an agent does is a black box to the team accountable for it.
Talk to us.
Bring a contract set, a research question, or a review queue. We will show you what Context does with it inside your perimeter.