WorkflowLegal & IP

Contract Review & Redlining

Contract review and redlining that drafts the fallback and names the approver before counsel opens the paper

Counterparty contracts redlined and back in under two days.

See one case, screen by screen ↓
demo46clausesin the sample vendor contract, matched to the playbook: 37 match, 9 issues, 1 required clause missing
demo92riskon a three-month liability cap that also covered data breaches — Fallback 1 already drafted
target22minof counsel time per contract, with the first pass done in under a minute
target1.4daysfrom arrival to redline sent, inside the 3-business-day target
In short

What is Contract Review & Redlining?

Software that reads a counterparty's contract against your playbook, flags the clauses that deviate and drafts the tracked-changes redline. Contract Review & Redlining adds six agents that score every clause, draft each fallback from your approved ladder and route every deviation to its approver, for counsel to decide clause by clause.

How to choose AI solutions for life sciences →

Updated

The problem

Why a vendor's contract sits with legal for days

Every vendor wants to sign on its own paper — the analytics provider, the market research agency, the CRO, the data licensor, the cold-chain carrier. Counsel reads 40 to 60 clauses against the playbook by hand, types each markup from memory and works out who must approve every deviation: 2–3 hours a paper while the business waits for its launch dashboards or its study to start.

The risk hides in a handful of clauses. A liability cap of three months of fees that also covers data breaches, a vendor that wants to train its models on your sales and claims data, a market research agreement that records patient interviews but says nothing about protecting their health data, a commercial vendor with no anti-bribery or debarment warranty. And different counsel accept different positions for the same risk, with no record of who approved what — a gap when Finance needs SOX evidence.

typical92minon average for 20 experienced lawyers to review five NDAs by hand — an AI took 26 seconds
typical#1most negotiated term in commercial contracts: limitation of liability, with indemnity second
Where counsel's hours go on one vendor contractestimated
By hand2.5 days
With the solution0.4 days
  • Reading the paper, its definitions and its value and term0.5 → 0.0 d
  • Comparing each clause with the playbook0.8 → 0.1 d
  • Drafting markup and fallback wording0.8 → 0.1 d
  • Checking defined terms, numbering and cross-references0.3 → 0.0 d
  • Working out who approves each deviation0.3 → 0.1 d

Estimated split, in hours, for a 40–60 clause vendor agreement reviewed by hand and with the solution.

How it works

How a contract moves

Six specialist agents score every clause against your playbook and draft the fallback; counsel decides each clause in one click.

What comes in
Paper inTheir contract · Word or PDF, any template
Agents at work
Paper intakenumbered clauses
Then
Clause matcherplaybook families
Then
Deviation scorerfallback ladder
Redline drafterapproved fallbacks
Then
Consistency checkerterms + numbering
Then
Approval routerfrom the matrix
A person decides
Counseldecides each clause; approvers sign
What comes out
Risk-scored redline
Approvals on record
Precedent saved
One case, step by step

One vendor contract, from arrival to redline sent

Halvorsen Analytics sends its own Master Subscription & Services Agreement v3.2 — 18 pages, 46 clauses, $2.4M over 3 years — for brand performance analytics for the Veltrimab launch, built on Northwind Bio's sales and claims data. Here is what happens next, screen by screen, in the working solution.

  1. 01Morning

    Every counterparty contract, scored and on the clock

    Omar Haddad · Senior counsel, commercial & procurement

    Omar's Contracts screen holds 12 contracts on the other side's paper, plotted by value and risk. Halvorsen, requested by Dana Okafor, is with counsel with 1 day left; Quillon Insights' market research agreement arrived at 08:52 and is not scored yet; Brightlane Cold Chain is 3 days overdue, waiting on Grace Whitfield in Finance.

    “I don't need help reading. I need the fallback already drafted and the right approver already named.” — Omar Haddad

  2. 02One drop

    “Drop their contract” — six agents read it

    The agents

    Paper intake splits the 18 pages into 46 clauses and reads the definitions (“Client Data”). The clause matcher maps them to the playbook's clause families, and the deviation scorer finds 37 that match, 9 issues and 1 required clause missing. The redline drafter writes 8 tracked changes from the fallback ladder in the paper's own defined terms, and the approval router names Omar Haddad, Ruth Adeyemi for privacy and Grace Whitfield for Finance.

    Each agent's step is shown as it runs, with what it found.

  3. 03Under a minute later

    Risk 80 — and the liability cap scores 92

    Deviation scorer

    The clause risk scorecard ranks every issue: §9.2 Limitation of liability 92, §11.1 Ownership of deliverables 88, §7.4 Use of Client Data to train models 81, §15.4 Anti-bribery, debarment & transparency 66 and missing. Governing law, Delaware, scores 18 and is accepted by rule. The screen lands on §9.2: their cap is three months of fees, and it covers security incidents.

    Why it matters: “The cap is three months of fees — about $200,000 on an $800,000-a-year contract — and it also covers data breaches. Halvorsen will hold Northwind sales and claims data, so a breach could cost far more.”

  4. 04The ladder

    Every rung of the playbook has a named approver

    Lena Ortiz · Associate General Counsel · playbook owner

    Playbook v4.2's standard for liability is 12 months of fees with data protection breaches uncapped; it needs no approval, and Ines Duarte, contract manager, files it. Fallback 1 — 12 months with a separate breach cap of 3× annual fees — is Omar's to approve; Fallback 2, at 2×, is Lena's. Anything below 12 months is past the walk-away line and only Helen Marsh, General Counsel, can make the exception. Kestrel Cloud accepted Fallback 1 in April 2026.

    Extra approver rule: “Finance when the cap is below 12 months of fees.”

  5. 05One click

    “Use fallback 1” writes it into the redline

    Omar Haddad · Senior counsel

    Omar clicks Use fallback 1. The drafted wording goes into §9.2 as a tracked change labelled with its rule, the score tile turns to “Fallback 1 inserted”, and the screen moves to the next issue, §11.1 Ownership of deliverables, where Fallback 1 is already drafted too.

    “Fallback 1 written into §9.2 as a tracked change · rule LL-F1 · next: §11.1 Ownership of deliverables”

  6. 06Before it leaves

    Their defined terms, our drafting checked

    Consistency checker

    The consistency checker reads every tracked change against the paper's definitions, numbering and cross-references. It changed “Customer Data” to the agreement's “Client Data”, added a definition for “Applicable Anti-Corruption Laws” to §1, and flags that their §14.3 points to a Section 13.2 that does not exist. It proposes §14.4, and the fix waits for Omar to confirm.

    The consistency checker fixes only drafting, never a position.

  7. 07The route

    Each approver gets only the items they sign

    Approval router

    The route is built from the approval matrix and the rules in Settings, and updates as positions change. Omar approves his Fallback 1 items; Ruth Adeyemi, privacy counsel, signs §7.4 Use of Client Data to train models; Grace Whitfield, Finance controller, signs the $2.4M commitment over 3 years.

    “Finance approval is stored with the deviation and amount for SOX testing.”

  8. 08Approved · sent

    A clean redline goes back to Halvorsen

    Omar Haddad · Senior counsel

    Omar approves with the meaning “the deviations listed are acceptable within my authority”; Ruth and Grace approve from the email link. He sends Halvorsen_MSSA_v3.2_Northwind-redline_Oct7.docx with Dana Okafor copied and a cover note listing the main points — inside the 3-business-day target.

    “8 tracked changes · internal comments removed · metadata cleaned”

  9. 09The same morning

    A market research contract with no data protection clause

    Dr. Kofi Mensah · Data protection officer

    Quillon Insights' $380k agreement covers thirty recorded interviews with gastroenterologists and twenty with patients — and says nothing about how their personal and health data is protected. The agents score the missing clause 94 and draft the standard HD-S for counsel to insert: use respondent data only for the study under Northwind's data processing terms, record consent before each interview, notify any breach within 48 hours and delete the data within 90 days. A Settings rule adds Dr. Kofi Mensah, the data protection officer, to the route.

    “Interviewers will record twenty patients talking about their treatment. That is health data: it needs recorded consent, processing terms and a breach notice Northwind can act on.”

  10. 10Every Monday

    The gap report: where the playbook bends

    Lena Ortiz · playbook owner

    Every Monday all reviewed papers are read for positions the playbook does not cover. Three clause types have no position — supplier use of AI tools on Northwind content (11 papers), scope-3 emissions data requests (7) and warranties for AI-generated output (6) — and two fallbacks are accepted almost always: Delaware law, 31 of 33, and net 45 for suppliers under $250,000, 18 of 21. Each comes with a proposal for Lena.

    “A playbook change is only made when Lena Ortiz approves it.”

Who it’s for

Built for everyone who touches a vendor contract.

The same contract, seen by the people who review, approve and wait for it — what their week looked like, and what it looks like now.

OH
Omar HaddadSenior counsel, commercial & procurement · approves Fallback 1
Senior counsel
Before
Eight open papers and a 3-business-day target; reads every clause against the playbook and types each fallback from memory.
Now
Opens a contract already scored clause by clause, with the fallback drafted and the approver named; decides each issue in one click.
LO
Lena OrtizAssociate General Counsel · playbook owner
Associate General Counsel
Before
Approves Fallback 2 positions and every playbook change — “If counsel keeps bending the same clause, the playbook is wrong — show me.”
Now
Sees where each clause family landed across every paper, and a weekly gap report with a drafted proposal for each gap.
GW
Grace WhitfieldFinance controller · SOX approver
Finance controller
Before
Approves commitments over $1M and payment terms under net 45, and needs the deviation and the dollar amount as SOX evidence.
Now
Gets only the items she signs, from an email or chat link; her approval is stored with the deviation and amount.
KM
Dr. Kofi MensahData protection officer · signs health data clauses
Data protection officer
Before
Signs any change to a health data clause, and must catch every vendor that collects patient data before it signs — “If they record patients, I need their consent, our processing terms and a 48-hour breach notice.”
Now
Is added to the route by rule whenever a health data clause is involved, with the standard data protection clause already drafted.
DO
Dana OkaforCommercial excellence lead · requester
Commercial excellence lead
Before
Needs the Halvorsen analytics live for the Veltrimab launch — “Every week in legal is a week without launch dashboards.”
Now
Sees her contract's stage, who it waits on and its clock, and is copied when the redline goes back.
Built on the engine

6 agents. Each with one job, and hard limits.

Six specialist agents score every clause against your playbook and draft the fallback; counsel decides each clause in one click.

Paper intake

Turns a Word or PDF contract into numbered clauses, reads its definitions and party names, and records value, term and requester.

  • Keeps the original file unchanged
  • Puts the privileged label on every record
Clause matcher

Maps each clause to a playbook family — liability, ownership, data use, audit, renewal, payment, health data and more — and spots required clauses that are missing.

  • Never guesses — unmatched clauses go to the gap report
Deviation scorer

Places their wording on the fallback ladder, explains why it matters for this contract with numbers from the paper, and scores the risk from severity, value and clause weight.

  • Every issue cites their clause and the playbook rule
  • No legal conclusion without a citation
Redline drafter

Writes tracked changes from the approved fallback text, in the paper's own defined terms and numbering.

  • Only approved playbook text
  • Internal comments are never written into the document
Consistency checker

Checks the redline for defined terms, numbering, cross-references and tracked-change hygiene before anything leaves the company.

  • Fixes only drafting, never positions
Approval router

Builds the approval route from the matrix and the rules in Settings — counsel, Associate GC, General Counsel, Finance, privacy counsel and the data protection officer — and collects approvals by email or chat.

  • A person approves every deviation
  • Approver, meaning and time are recorded
Counsel

Decides each clause. The agents propose; a named person decides.

Ask in plain words

Ask about any contract, clause or approval

Ask in plain words about any paper, clause or approval — or say what to change. Answers point to the clause and the playbook rule they rest on.

Why is Halvorsen's liability cap a problem?

Their §9.2 caps Halvorsen's liability at three months of fees — about $200,000 — and the cap also covers data breaches. The playbook floor is 12 months of fees with a separate data-breach cap; anything below is past the walk-away line. Fallback 1 is drafted: 12 months of fees and a breach cap of 3× annual fees — the same position Kestrel Cloud accepted in April. Omar can approve it himself.

Does Quillon's market research agreement protect respondents' health data?

No. Its interviewers will record 30 gastroenterologists and 20 patients talking about their treatment, but the agreement has no data protection clause. The standard clause limits use of their data to the study, records consent first, notifies any breach within 48 hours and deletes the data within 90 days. Dr. Kofi Mensah, the data protection officer, signs off.

What are the renewal terms on Halvorsen?

§14.2 renews automatically with a 90-day notice window and up to 9% a year more — about $72,000 extra a year from year two. Fallback 1: 30 days' notice and a 3% cap.

Add a playbook position for suppliers using AI tools

Drafted as a proposal. 11 papers this quarter said nothing about how the supplier uses AI tools on our content, so counsel answered each differently. The new family “Supplier use of AI tools” has a standard position — disclose the tools, no retention or training on our content, human review for regulated materials — and two fallbacks. It waits for Lena Ortiz to approve before any review uses it.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

The risk-scored redlineThe clause risk scorecard, the contract with tracked changes, and the issue panel: their wording, why it matters and the fallback already drafted.
Counterparty contractsEvery contract on the other side's paper by value and risk, with its stage, who it waits on and its turnaround clock.
Agents at workSix agents read the contract on screen: clauses split, matched to the playbook, deviations scored, the redline drafted and the route built.
One-click fallbackFallback 1 written into the clause as a tracked change, citing its rule, and the scorecard updated.
Consistency checkDefined terms, numbering and cross-references checked — two fixed automatically, one for counsel to confirm.
The approval routeWho signs what, from the approval matrix: counsel, privacy counsel for data use, Finance for the commitment.
Send the redlineThe redline with internal comments removed and metadata cleaned, and the cover note with the main points.
A missing data protection clauseA market research agreement with recorded patient and HCP interviews: the missing health data protection clause scored 94 and the standard drafted.
Approvals by approverOne lane per approver with each contract and the exact items they sign, and a nudge for anything waiting.
The playbookStandard, Fallback 1, Fallback 2 and walk-away for each clause family, the approver per rung, and where papers landed.
The gap reportClause types with no playbook position and fallbacks accepted almost always, each with a proposal for the playbook owner.
DashboardPapers reviewed, counsel time, arrival to redline, issues agreed within the playbook, and where each clause family landed.
Your rulesPlaybook in use, turnaround target, escalation threshold and the routing rules — all settings.
Governance

Built for legal risk: cited, approved, privileged.

Every issue cites the clause and the ruleEach flagged clause quotes their wording and names the playbook rule, and every tracked change carries its rule code — LL-F1, DU-F1, HD-S — so anyone can see why it was changed.
Counsel decides every issueThe agents draft; counsel chooses the rung for each clause. Accepting their wording below the walk-away line needs a written reason and goes to the General Counsel.
The approval matrix decides who signsEvery rung has a named approver. Finance signs financial exposure, privacy counsel signs any move off the standard on data use, and the data protection officer signs any change to a health data clause.
Privileged notes stay insideInternal notes and reasons are marked privileged and never leave the company. The redline that goes out has internal comments removed and its metadata cleaned.
Only approved playbook languageThe redline drafter writes only approved playbook text. The playbook changes only when its owner approves, and signed positions become precedent for the next paper.
Every decision on the activity trailWho did what, when and why — each agent step, decision, approval with its meaning, nudge and setting change. Finance approvals are stored with the deviation and amount for SOX testing.
Configuration

Your playbook and your matrix, not ours

How contracts are reviewed, routed and approved are settings, on the activity trail.

SettingDefaultChoose from
Turnaround target3 business days2 · 3 · 5 business days, from arrival to redline sent
Escalate early to the Associate GCRisk 75 or more, and over $1MRisk 70 · 75 · 80 or more
Accept Fallback 1 governing law automaticallyOn — Delaware or England and WalesOn · Off
Data protection officer sign-off for vendors that collect patient or healthcare professional dataOn — adds Dr. Kofi MensahLocked on
Finance approval for financial exposure (SOX)Commitments over $1M, payment terms under net 45, caps under 12 months of feesLocked on
Privacy counsel for any change to data useOn — adds Ruth AdeyemiOn · Off
Mark internal notes privilegedOnOn · Off
Offer our paper instead under $50,000OffOn · Off
Connections

Works where contracts already arrive and leave

Legal intake mailboxnew contracts land automatically, Word or PDF
Word add-inreview from inside Word; tracked changes sync back
Clause playbookpositions, fallback ladder and walk-away line per clause family
Approval matrixwho can accept which deviation, by rung
Contract systemexecuted contracts, metadata and precedents filed on signature
E-signaturesends the agreed version for signature
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
22min
of counsel time per contract, with the first pass done in under a minute
By hand2–3 h
With agents22 min
target
83%
of issues agreed inside the playbook, on the standard or a fallback
agreed inside the playbook
target
1.4days
from arrival to redline sent, inside the 3-business-day target
Target3 business days
With agents1.4 days

“demo” = seen in the working solution, on its sample contracts · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (LawGeex 2018 — lawyers 92 minutes for five NDAs, an AI 26 seconds; World Commerce & Contracting most-negotiated-terms research — limitation of liability first, indemnity second). People, companies and products named on this page are fictional — characters and sample data in the working solution.

Questions

What legal teams ask us.

What is AI contract review and redlining?

Software that reads a counterparty's contract against your playbook, flags the clauses that deviate and drafts the tracked-changes redline. Contract Review & Redlining adds six agents that score every clause, draft each fallback from your approved ladder and route every deviation to its approver, for counsel to decide clause by clause.

How does it redline a vendor's contract to our playbook?

Each clause is matched to a playbook family and placed on its fallback ladder — standard, Fallback 1, Fallback 2 or past the walk-away line. Where it falls short, the redline drafter writes the approved fallback as a tracked change in the paper's own defined terms, and one click puts it in the redline.

Does it catch life-sciences clauses like health data protection and anti-bribery?

Yes, when they are in your playbook. In the working solution a market research agreement with recorded patient and HCP interviews but no data protection clause is scored 94 and the standard health data clause is drafted, and a missing anti-bribery, debarment and transparency clause is drafted from the standard.

Does the AI write language that is not in our playbook?

No. The redline drafter writes only approved playbook text, and never writes internal comments into the document. The consistency checker fixes drafting — defined terms, numbering, cross-references — and never changes a position.

Do people stay in control of what we agree to?

Yes. Counsel decides every issue, and the approval matrix names who signs each deviation — the Associate GC for Fallback 2, the General Counsel for anything outside the playbook with a written reason, Finance for financial exposure, privacy counsel for data use, the data protection officer for health data clauses. The agents only draft: they never approve a deviation, send the redline or change the playbook.

Can we use our own playbook, fallbacks and approval matrix?

Yes. The clause positions, fallback ladder, walk-away lines and approver per rung are yours, and the turnaround target, escalation threshold and routing rules are settings. A weekly gap report proposes playbook changes, which apply only when the playbook owner approves them.

What leaves the company when the redline is sent?

Only the tracked-changes contract and the cover note. Internal comments are removed and metadata cleaned, and internal notes and reasons are marked privileged and stay inside.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your playbook, approval matrix and a sample of past vendor contracts — and it goes live once every quality gate has passed. We will walk you through it on your own contracts first.

See it on
your contracts.

We'll run Contract Review & Redlining on a few of your own past vendor papers, against your playbook.