AI Consultant for Business Law Firms

Here’s what AI workflows can handle on a deal from the first NDA to the closing checklist

On this sample deal, AI reviews the whole data room, finds the risks buried in the contracts, drafts each deliverable in your firm’s own format, and flags each one for your attorneys to review, so their time goes to the decisions that matter.

Illustration: a deal team of four, a partner, two associates and a paralegal, starting a new deal around a conference table on a bright morning

The Deal

Project Cedar* is a sample $140M software acquisition

Your firm represents a mid-market private equity fund that is buying the company.

$140M

purchase price
for a fleet-routing
software company

3,000

documents
in the data room,
covering the US and Canada

30 days

of exclusivity
from the signed
letter of intent

4 people

  • 1 partner
  • 2 associates
  • 1 paralegal

This is a sample deal, so its names and figures are examples.

The Intelligent System

9 AI workflows that make this deal faster and more accurate

The workflows follow your firm’s own playbooks, precedent, and format, while your attorneys review and approve the work before anything moves forward.

Workflow 1NDA
AI workflow

Compares the NDA with your playbook and marks it up

  • Associate approves the markup
Workflow 2Request
list
AI workflow

Matches the data room to your request list

  • Paralegal reviews the gaps
Workflow 3Contracts
AI workflow

Reviews every contract for your 10 key provisions

  • Associates verify the flags
  • Partner decides what’s material
Workflow 4Revenue
claims
AI workflow

Tests management’s claims against the contracts

  • Associate checks the numbers
  • Partner chooses the protection
Workflow 5Diligence
report
AI workflow

Drafts the diligence report in your format

  • Associate edits the draft
  • Partner signs off
Workflow 6First
draft
AI workflow

Builds the first draft of the purchase agreement

  • Partner approves the draft
Workflow 7Seller’s
markup
AI workflow

Updates the issues list from the seller’s markup

  • Associate verifies the list
  • Partner sets the positions
Workflow 8Revised
draft
AI workflow

Writes the revised draft as tracked changes

  • Associate reviews each change
  • Partner approves the draft
Workflow 9Closing
checklist
AI workflow

Traces every consent and builds the closing checklist

  • Paralegal keeps the checklist current
  • Associate clears each condition
  • Review gate, where an associate or paralegal checks the AI’s work before it moves on
  • Partner gate, where the partner makes the call

Workflow 1 · NDA

Every clause in the seller’s NDA is checked against your playbook

Why it matters: Every NDA starts from your firm’s own positions no matter who handles it, so your associate reviews the changes instead of rereading the whole agreement.

Input

The seller’s standard NDA and your firm’s NDA playbook

What the AI does

Compares every clause with your playbook and drafts each edit as a tracked change, citing the playbook rule behind it

Output

A marked-up NDA in Word, ready for review

  • Review gate Your associate approves each change before the markup goes back to seller’s counsel
See the NDA markup

Tracked changes, seller’s NDA

2. Representatives. “Representatives” means Recipient’s Affiliates, including any portfolio company of any fund managed by Recipient, and their respective directors, officers, employees, advisors and financing sources, provided that a portfolio company is a Representative only if it actually receives Confidential Information.

Firm playbook: portfolio companies are bound only if they actually receive Confidential Information.

7. Non-Solicitation. For a period of 24 months 12 months after the date of this Agreement, Recipient shall not solicit for employment any employee of the Company, provided that general solicitations not directed at Company employees shall not breach this Section.

Firm playbook: 12 months at most, with a carve-out for general solicitations.

Workflow 2 · Request list

The data room is matched against your request list

Why it matters: Gaps show up at the start of diligence, while there is still time to chase them.

Input

A data room of 3,000 documents and your 160-item request list

What the AI does

Matches every document to your list, marks each request complete, incomplete or missing, and drafts the follow-up letter

Output

A status for all 160 items and a letter ready for seller’s counsel

  • Review gate Your paralegal reviews the gaps, and your associate sends the letter
See the request list status and the letter

160-item request list

  • 128 complete
  • 9 incomplete
  • 23 missing

Follow-up letter, drafted

Dear Counsel,

In connection with Project Cedar, the following items from our request list remain outstanding:

  • 4.2 All customer agreements with annual value above $250,000, including amendments
  • 6.1 Invention assignment agreements for all current and former contractors
  • 9.3 Data processing agreements and hosting locations for Canadian customers

29 further items follow, grouped by request number, covering all 23 missing and 9 incomplete items.

Workflow 3 · Contracts

Every contract is reviewed in one grid

Why it matters: Your attorneys spend their time on the 61 flags that matter instead of building the grid, and every answer can be checked at its source.

Input

All contracts in the data room and the 10 key provisions your team reviews on this deal

What the AI does

Checks each contract for all 10 provisions and links every answer to its exact clause

Output

One grid with 61 red flags at the top

  • Review gate Your associates verify every red flag against its clause and spot-check the contracts marked clean
  • Partner gate The partner decides which findings are material
See the contract review grid

Contract review grid

1,200 contracts10 provisions61 red flags

Click or tap any red dot to see the clause behind it.

DocumentChange of
control		AssignmentTerminationExclusivityMost-favored
nation		Term and
renewal		Liability
cap		IP
ownership		Data
protection		Governing
law
Customer 2Master Services
Agreement
Customer 5Subscription
Agreement
Customer 1Master Subscription
Agreement
Customer 4Master Services
Agreement
Western RegionReseller
Agreement
Developer AContractor
Agreement
Developer BContractor
Agreement
Customer 3Data Processing
Addendum
HeadquartersOffice
Lease
1,191 more contractsSame 10 provisions,
every answer linked
  • Red flag
  • No issue
  • Not applicable

Customer 2, Master Services AgreementChange of control

Customer 2 can terminate on 30 days’ notice after a change of control, putting $2.6M a year at stake.

14.3 Termination on Change of Control. Either party may terminate this Agreement upon 30 days’ written notice following a Change of Control of the other party.

Every red flag shown, with its source clause

Customer 2, Master Services AgreementChange of control

Customer 2 can terminate on 30 days’ notice after a change of control, putting $2.6M a year at stake.

14.3 Termination on Change of Control. Either party may terminate this Agreement upon 30 days’ written notice following a Change of Control of the other party.

Customer 5, Subscription AgreementTerm and renewal

The initial term ended in March, so the agreement, worth $1.4M a year, now renews month to month and either party can end it on 30 days’ notice.

3.1 Term. The Initial Term ends on March 31, 2026. Thereafter, this Agreement renews on a month-to-month basis unless either party gives 30 days’ notice of non-renewal.

Customer 4, Master Services AgreementMost-favored nation

Any lower fee the company offers another customer for similar services must also go to Customer 4 for the rest of the term.

5.4 Pricing. If Company offers any other customer lower fees for substantially similar services, Company shall offer the same fees to Customer for the remainder of the Term.

Western Region, Reseller AgreementExclusivity

The restriction also binds the company’s affiliates, so after closing it could reach the fund’s other portfolio companies in the Western Region.

2.2 Appointment. Company, and any successor or Affiliate of Company, shall not appoint any other reseller or distributor in the Territory during the Term.

Developer A, Contractor AgreementIP ownership

The contractor licensed its code to the company but kept ownership, so it still owns part of the core routing engine.

6.1 Deliverables. Contractor grants Company a non-exclusive, perpetual license to use the Deliverables. Nothing in this Agreement transfers ownership of the Deliverables.

Developer B, Contractor AgreementIP ownership

The contractor kept ownership and granted only a non-exclusive license with no stated term, so the company’s right to use part of the core routing engine may be revocable.

6.1 Deliverables. Contractor grants Company a non-exclusive license to use the Deliverables in its business. All rights not expressly granted are reserved by Contractor.

Customer 3, Data Processing AddendumData protection

Customer data must stay in Canada, so the buyer’s hosting plan needs to account for it.

9.2 Data Location. Processor shall store and process Customer Personal Data only within Canada and shall not transfer it elsewhere without Customer’s prior written consent.

Headquarters, Office LeaseChange of control

The lease treats a change of control as an assignment, so the stock sale needs the landlord’s written consent, which the landlord may withhold.

18 Assignment. Tenant may not assign this Lease, including by merger or change of control, without Landlord’s prior written consent, which Landlord may withhold in its sole discretion.

Workflow 4 · Revenue claims

Management’s numbers are checked against the contracts

Why it matters: The partner learns about $17.5M of price at risk while the client can still negotiate.

Input

Management’s claim that the top 10 customers bring in half of the $32M in annual revenue, all on multi-year terms

What the AI does

Tests each claim against the customer contracts and sizes the revenue at risk

Output

$4M of that revenue is less secure than presented, which puts $17.5M of the price at risk

  • Review gate Your associate checks the numbers
  • Partner gate The partner chooses how to protect the client, with a consent condition, a special indemnity, escrow or a price adjustment
See the revenue at risk

$32M in annual revenue

No issue found$4M less secure than presented

$17.5M

At this deal’s price of about 4.4 times revenue, $17.5M of the purchase price rests on revenue that could leave.

Customer 2 $2.6M a year

It can terminate on 30 days’ notice after a change of control.

Customer 5 $1.4M a year

Its initial term ended in March, and it now renews month to month.

Core routing engine IP ownership

The two contractors who wrote parts of it kept ownership of their code.

Workflow 5 · Diligence report

A diligence report is drafted in your firm’s format

Why it matters: Your associate starts from a draft with every statement already sourced, so the review goes to judgment instead of assembly.

Input

The verified grid and the cross-check findings

What the AI does

Drafts the report in your format, ranks the risks by their impact on the deal and links every statement to its source

Output

A draft report ready for your associate’s review

  • Review gate Your associate edits the draft
  • Partner gate The partner signs off on the final report
See the draft report

Project Cedar legal due diligence report, first draft

Key risks, ranked by impact on the deal

  1. Customer 2 may terminate on a change of control$2.6M annual revenueMSA, Section 14.3
  2. Customer 5 now renews month to month$1.4M annual revenueSubscription Agreement, Section 3.1
  3. Core routing engine code not assigned by two contractorsIP ownershipContractor Agreements, Section 6.1
  4. Landlord consent required for the headquarters leaseClosing consentOffice Lease, Section 18
  5. Customer 3 data must stay in CanadaIntegration planningDPA, Section 9.2

The other 55 red flags follow by category, with the full grid of 1,200 contracts attached.

Workflow 6 · First draft

The first draft is built from your precedent and the diligence findings

Why it matters: Every diligence finding is addressed in the first draft, so nothing gets lost between the report and the agreement.

Input

The signed letter of intent, your firm’s stock purchase agreement precedent and the diligence findings

What the AI does

Drafts the agreement from your precedent, carries over the deal terms from the letter of intent and adds a protection for each diligence finding

Output

A first draft ready for the partner’s review, with each protection linked to its finding

  • Partner gate The partner reviews and approves the draft before it goes to seller’s counsel
See the protections in the first draft

Diligence findings and the protections drafted for them

IssueDiligence findingProtection in the draft
Customer 2 change of controlCustomer 2 can terminate after a change of controlCustomer 2’s consent as a condition to closing
IP in the core routing engineTwo contractors kept ownership of their codeContractor IP assignments delivered at closing, plus a special indemnity
Customer 5 revenueThe agreement now renews month to monthEscrow released when Customer 5 signs a new multi-year term
Headquarters leaseThe stock sale needs the landlord’s consentLandlord consent added to the closing deliverables

Workflow 7 · Seller’s markup

Each seller markup becomes an updated issues list

Why it matters: After every turn, your team sees what changed and what it means for the client, and nothing diligence found goes missing from the disclosure schedules.

Input

The seller’s markup, your last draft and the seller’s disclosure schedules

What the AI does

Reads every change against your last draft, updates the issues list with what each change means and a suggested response, and checks the schedules against the diligence findings

Output

An updated issues list, ready for the partner and the client

  • Review gate Your associate verifies the issues list and every gap the AI finds in the disclosure schedules
  • Partner gate The partner sets the firm’s position on every open issue, with the client deciding the business points
See the issues list after the seller’s markup

Issues list, seller’s first markup

IssueSeller’s positionSuggested response
Customer 2 consentAccepts it as a condition to closingAccept
IP in the core routing engineAccepts the IP assignments but rejects the special indemnityKeep the special indemnity, capped at the escrow amount
Customer 5 escrowAsks to cut the escrow in halfKeep the full escrow and release it when Customer 5 renews
Landlord consentAccepts it as a closing deliverableAccept
Disclosure schedulesLeaves Customer 5’s month-to-month status off the schedulesAsk for it to be listed

Workflow 8 · Revised draft

The revised draft follows every position the partner set

Why it matters: Every decision the partner made is already in the draft, so your associate reviews it instead of building it.

Input

The partner’s positions, the seller’s markup and your firm’s precedent language

What the AI does

Accepts, rejects or rewrites each of the seller’s changes as tracked changes, following the partner’s positions and your precedent language

Output

The revised draft with a blackline against the seller’s markup, ready to go back

  • Review gate Your associate reviews every tracked change
  • Partner gate The partner approves the draft before it goes back to seller’s counsel

Workflows 7 and 8 repeat on every turn until the agreement is signed.

See the revised draft

Tracked changes, stock purchase agreement

2.4 Escrow. At Closing, Buyer shall deposit $1,750,000 $3,500,000 with the Escrow Agent, to be released 12 months after Closing when Customer 5 signs a renewal with a term of at least 24 months.

Partner’s position: keep the full escrow and release it when Customer 5 renews.

9.3 Special Indemnity. Seller shall indemnify Buyer for any Losses arising from a claim that a former contractor owns any part of the core routing engine, up to the Escrow Amount.

Partner’s position: keep the special indemnity, capped at the escrow amount.

Workflow 9 · Closing checklist

Every consent and deadline goes into one checklist

Why it matters: Your team reaches closing with no surprises, and everyone knows which items are theirs.

Input

The signed purchase agreement and the verified grid

What the AI does

Traces every consent to the contract that requires it and lists each closing condition with its owner

Output

A closing checklist with all 14 consents and every condition

  • Review gate Your paralegal keeps the checklist current
  • Review gate Your associate clears each condition as it is met
See the closing checklist

Signing to closing checklist

ItemOwnerDue
Customer 2 consent to change of control (closing condition)AssociateBefore closing
IP assignments from Developers A and BAssociateAt closing
Landlord consent, headquarters leaseParalegalBefore closing
12 remaining customer and vendor consentsParalegalBefore closing
HSR filing made, 30-day waiting period endsAssociateBefore closing
Escrow agreement signedAssociateAt closing
Post-closing: hosting plan confirmed for Customer 3 dataClient30 days after closing
Illustration: the same deal team in the same room in late-afternoon light, smiling as they close the folder and laptop and head home on time

The Results

The same team closes this deal faster with more accurate diligence and fewer surprises

61 red flags

each linked
to its source clause

14 consents

traced to the contracts
that require them

$17.5M

of purchase price at risk,
surfaced before signing

15 gates

where your attorneys
check the work

What AI brings to this deal

Full coverage

AI reviews all 3,000 documents and 1,200 contracts instead of a sample, so nothing stays hidden in the fine print.

Cited findings

Every answer links to its exact clause, so your attorneys check each finding at its source.

Negotiating leverage

AI tests management’s numbers against the contracts, so $17.5M of price at risk is revealed while your client can still negotiate.

Issue tracking

Each diligence finding carries through to the purchase agreement, the disclosure schedules, and the closing checklist.

Faster turns

After each seller markup, the updated issues list and the revised draft are ready for the partner’s decisions.

Deal capacity

On capped and fixed-fee deals, the hours you save become margin, and on hourly matters, they let your team take on more deals without working nights and weekends.

The Next Step

Let’s see what AI could do for your firm

Because every practice runs its deals differently, I design the AI workflows that fit the way yours works, so the same team takes on more clients without longer nights or the costly mistakes of poorly implemented AI.

In the Firm Capacity Conversation, we

  • look at where your practice is today and how your team handles deals
  • talk about where you’d like it to be and what needs to change first
  • see whether I can help you get there, with an honest answer either way

Schedule Your Firm Capacity Conversation

Schedule at calendar.app.google/ftv1Gd5NPHpJxP8e7

If you have questions before we talk, email me at [email protected].