AI Agents
Discovery Express

Legal & compliance

Contract Review Agent

Reads the incoming contract against your playbook and marks what legal actually has to decide.

In productionReviewed September 3, 2026
Email · Contract Review
Demo data

  1. Counterparty

    Attached is our standard master services agreement for signature.

  2. Agent

    Eleven deviations from your playbook. Eight have approved fallback wording and are already redlined. Three are real: unlimited liability, data outside México, and 90-day payment terms.

  3. Contract repository · redline drafted · 11 deviations marked with clause and rule · nothing sent to the counterparty

  4. Handoff to a person

    Legal negotiates the three and signs. The agent never signs and never sends.

EmailContract repositoryDocuSignSharePoint
KPI it moves
First review in under an hourMeasured
Channels
Internal appsEmailSlack / Teams
Integrates
  • Contract repository
  • DocuSign
  • SharePoint
  • Your CRM
An in-house lawyer marking a printed contract with a red pen
Legal & compliance

What it does

Every contract read against your playbook. Legal sees only what it must decide.

Where it lives

Your cloud, your repo, your IP.

1. Receives 2. Looks up 3. Decides 4. Acts 5. Escalates 6. Learns

Channels

  • Internal apps
  • Email
  • Slack / Teams

Contract Review Agent

03Decides

Systems it integrates

  • Contract repository
  • DocuSign
  • SharePoint
  • Your CRM

A person on your team

01

Receives

Takes the contract from email, the repository or the CRM and identifies its type and counterparty.

02

Looks up

Reads your playbook, your approved clause bank and what was agreed with this counterparty before.

03

Decides

Marks every deviation with its risk level and separates the standard ones from the real ones.

04

Acts

Drafts the redline with the approved fallback wording and a summary legal can read in two minutes.

05

Escalates

Sends liability, indemnity, data and anything off playbook to a lawyer, always.

06

Learns

Turns every accepted negotiation into playbook precedent so the same clause is not argued twice.

KPI it moves

Measured, with the source.

Every figure has a row in the Proof Ledger: source, date, owner and client permission.

Proof Ledger
Measured

Measured

4 days to under 1 hour

Time to first review

Range observed across deployments of this agent, Sep 2026

Before

4 days

After

Under 1 hour

Measured

92% to 98%

Playbook deviations caught

Range observed across deployments of this agent, Sep 2026

Measured

45% to 60%

Contracts closed without a legal escalation

Range observed across deployments of this agent, Sep 2026

Reviewed September 3, 2026

How it is governed

Every action has an owner, an eval and a limit.

Set in the Blueprint, enforced by the Govern layer of the platform.

Govern · Approval queue
Demo data

Waiting for a person

Unlimited liability, clause 9.2 · outside the playbook

MSA from a new vendor · legal decides

Weekly eval

Passing

Deviation recall against a lawyer reviewed set

96.9%

Last 8 runs
93.8% → 96.9%

False flag rate per clause type within target

Limit, enforced

Redline saved to the repository · not sent

Human approvals

  • Every signature, always a person with authority
  • Any deviation outside the playbook

Typical evals

  • Deviation recall against a lawyer reviewed set
  • False flag rate per clause type

Limits

  • It never signs and never sends to the counterparty
  • It gives no legal advice, it applies your playbook

Time to production

8 to 12 weeks

of pilot to production under a KPI Contract, after a Blueprint of 1 to 2 weeks

The agent already runs in production elsewhere, so the 2 to 4 weeks of tuning inside the pilot go to your policies, your data and your systems, not to the model.

DaCodes delivery standard, Sep 2026. Integration is the long pole, not the model.

How we deploy
The four phases
Commitment gate

  1. 01Discovery Express

    2 sessions, no cost

  2. 02Blueprint

    1 to 2 weeks

  3. 03Pilot

    8 to 12 weeks

  4. 04Scale & Managed

    Continuous

  • Pilot, first 8 weeks
  • Up to week 12 of the pilot
  • This agent: 2 to 4 weeks of tuning, inside the pilot
  • Commitment gate: the KPI decides Scale

Proof and demo

What backs the label.

Proof Ledger note

In production

Measured in a real deployment and logged in the Proof Ledger with source, date and owner.

Reviewed September 3, 2026

Where this agent sits on the maturity policy

  1. Reference architecture
  2. Pilot
  3. In productionToday

The Discovery Express shows this agent on your data, live. Two sessions, no cost.

See this agent with your data

Related agents

Same function or industry.

All agents

FAQ

Direct answers.

No. It applies the playbook your legal team wrote and owns. Judgment, negotiation and signature stay with a lawyer, and the platform enforces that.

Then the Blueprint builds it from your last hundred contracts and what legal actually negotiated. That document is the deliverable, and it is yours.

No. It runs in your cloud, the repository stays yours and no contract is used to train anything. Model routing is configured for the confidentiality of each document class.

Which process do we automate first?

Two discovery sessions, no cost, and you leave with two or three quick wins whether or not you build with us.

We reply in under one business day.

Loading the form