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Not a draft generator. The agent takes the request, gathers the facts, chases what is missing, drafts the whole pack and updates your record.
Your lawyer joins once, to resolve what the agent flagged.
WNorthgate_Agreement_Draft_v1.docxWord · 86 pagesDrafted by the agent · 41 min after the request
FileHomeInsertLayoutReferencesReview
Schedule 2 · Term and commercial terms
commencing on [COMMENCEMENT DATE, TO BE CONFIRMED] and continuing for the initial term set out in clause 4.1
the obligations of the Counterparty guaranteed by [PARENT GUARANTEE, AWAITING YOUR DECISION] pursuant to the joinder at schedule 9
Arrived in the same emailJoinderSide letterComfort letter
A Word document in your own template, in your lawyer's inbox. Everything the agent could not resolve is highlighted, so the first thing a reviewer sees is the short list of decisions that are actually theirs. Screens are illustrative and use fictional deal data.
01 · The workflow
The whole workflow, not just the draft.
Every step from the request to the updated record is run by the agent. Your lawyer joins once.
AgentTake the requestAn email to an address in your own environment
AgentGather the factsFrom your deal system and the attachments
AgentAsk what is missingBy reply, or a form that arrives pre-filled
AgentDraftClause variants chosen from the facts of the matter
AgentAssemble the packEvery ancillary the matter triggers
Your lawyerSign offResolve the flags, not the document
AgentWrite backYour record updated, change by change
AgentRoute for signatureThrough your own e-signature stack
One human step in eight. The agent runs the fetching, the chasing, the assembly and the filing. Judgment stays with your lawyers.
Northgate signed off at committee, please can we have the docs
Business team · Northgate deal · to legal.drafting@yourcompany.com
Hi both, Northgate went through on Thursday. Could we get the documents drawn up? Everything is on the deal record, term sheet attached.
The agent picks it up
Matches the request to the Northgate matter in your deal system · 2 min
What the agent went and got
Signed term sheetattachments
Approval, 14 Augustdeal record
Deal type, territory and governing lawdeal record
Fee schedule and payment termsdeal record
Counterparty ownership structureattachments
Drafting agent
to legal, business team copied · 6 minutes after the request
I have the Northgate matter and can draft the pack. Two things are not resolved on the record.
1There is no commencement date, which the term and the payment schedule both depend on.
2The counterparty is a special purpose vehicle and no parent guarantee is recorded. Shall I include a joinder?
Answer in a reply, or open a form that is already filled in with everything the agent found. Drafting resumes as soon as it hears back.
The pack comes back
The document plus the ancillaries the matter triggers, open points highlighted
Missing or contradictory facts produce a question, never a silent guess. Your lawyer confirms; they do not re-key.
02 · Where it fits
Complex, but rule-based.
Each fact is simple. What makes drafting slow is how the conditions combine, and combining conditions consistently is what agents are for. Four shapes come up again and again.
Deal-pack drafting
One deal, one agreement, plus every joinder, addendum and side letter it triggers.
Estate amendment
A legacy estate read against a new legal question, with consistent amendments drafted across it.
Playbook-driven responses
High-volume inbound answered from your playbook, with the governing rule cited each time.
Structured-source drafting
A full agreement built from a term sheet, with whole sections switching on the deal structure.
How to tell whether you have this
Two or more of these usually means the work is sitting with the wrong people.
One business event produces a pack of documents, not a single one
Clause variants switch on several facts at once, or by jurisdiction
The deal data lives in Salesforce, an ERP or a matter system, not in the documents
Someone maintains the templates by hand, and dreads it
A document generation tool is installed and visibly straining
03 · The ceiling
Where template automation stops.
Template tools cannot use data from outside the system they merge from, and cannot handle layered conditional logic. Everything above that line falls back to lawyers.
Where the drafting work sitsby how far the logic branchesIllustrative
The ceiling
Change of address12 merge fields, no branching
Standard NDAOne template, one signature block
Order formEvery field on one record
Estate amendmentData the tool cannot see
Deal packSix documents from one request
Core agreement80 to 100 pages, layered conditions
Template automationSupervised agents
The line is not length, it is branching. A mail-merge tool stops the moment a clause depends on a fact it cannot reach, or on several facts at once.
What the ceiling costs downstream
One global enterprise staffed a permanent team just to catch errors in its own paper: errors in the contract, errors in the record, and mismatches between the two. When a function pays for its drafting twice, the tooling has become a source of work.
04 · What changes
The same matter, before and after.
Same documents, same standard, same lawyers signing off. What changes is who does the assembly.
Today
×Go into the deal system to find the matter and its attachments
×Find the closest precedent and work out what to change
×Select clause variants by hand, across every deal fact
×Remember the ancillaries, and draft each one
×Chase missing facts across email threads
×Re-key the agreed terms into the record after signing
×Staff a review team to catch what all of that gets wrong
With agents
✓The agent takes the request and pulls the matter itself
✓Legal is involved to decide, not to fetch and copy
✓The full pack arrives, drafted from your templates and playbook
✓Review the highlighted exceptions, not the whole document
✓The agent writes the final position back to your record
✓Your lawyers stay on the judgment, not the assembly
05 · Supervision
Autonomous, and easy to check.
The agent picks the clause variant from the facts of the matter, then makes that decision easy to check.
Clause 12 · GuaranteeNorthgate matterIllustrative
Facts of the matter
CounterpartySPV, newly formed
ParentNorthgate Holdings
TerritoryEMEA
Governing lawEngland & Wales
Term15 years
Decision-tree logic over your clause library
Your clause variants
12AParent guarantee plus joinderSelected
12BNo guarantee, covenant only
12CBank guarantee, on demand
12DUS form, New York law
Schedule 14 · Special terms3 deviations
1Clause 8.2 · fee holiday of six monthsCommercial
2Clause 19 · extended cure periodNegotiated
3Clause 27 · local law carve-outRegional
The draft shows its working. The variant is chosen from the facts, and everything that departs from your standard form is collected in one schedule instead of being buried in the body.
Where this sits in the platform
The mailbox is the front door, the drafting agents are the engine, the flags and the audit trail are the supervision. Counsel still signs off every document. What changes is what sign-off means.
06 · Results
What your legal function gets back.
Lawyer time back on judgment, documents without the queue, one standard applied identically, and a record worth trusting.
Drafting handed to agents at one legal functiona global hospitality group, 300+ lawyersIn production
Weeks, not quartersThe first document types live, drafted from heads of terms sent by email
Year oneThe core deal pack off the team's desk, in the US and Europe
Year twoThe ancillary estate too, and the agreed position written back to the deal system
Drafting tasks lawyers no longer assembleTwo years in production
Start with the document that hurts most. The first are live within weeks, and the rest of the estate follows at whatever pace your team sets.
Same day
the pack is back, open questions already asked
~50
drafting tasks agents now handle at that client
2 years
of continuous production at one legal function, and counting
2–4
weeks from contract to production
In production at a global hospitality group since 2025, now handling a wider share of its document estate, and at a second global hotel group. The same engine runs four drafting workflows at a major international law firm, which is the evidence that this is a shape rather than an industry.
Local law carve-outPresent, clause 27No field on the recordAsked, not guessed
This is the write-back, not a report. The agent confirms the matches, updates the divergences and asks wherever a mapping is genuinely ambiguous. A system that writes to your source of truth has to know what it does not know.
08 · Getting live
Live in weeks, with your experts in the loop.
Nothing to install and nothing to learn beyond an email address. Flank runs the project; your experts give two short sessions a week.
Template estate ingestthree templates a batch, batches overlappingTypical cadence
W1W2W3W4W5W6W7W8
Batch 1BuildYour testLive
Batch 2BuildYour testLive
Batch 3BuildYour testLive
Batch 4BuildYour testLive
Your timeTwo thirty-minute sessions a week, plus testing
Flank builds and testsYour experts testSigned off and live
Sign-off lands about two weeks after a template enters the pipeline, and the batches overlap. That is how a full estate fits into six to eight weeks.
Deployment and security
Inside your security perimeter from day one. A dedicated tenant in your chosen region, zero data retention with model providers, SSO and MFA, and a full audit trail behind every request, question and draft.
09 · The whole platform
Drafting is the entry point, not the limit.
The same supervised agents run the rest of the function on one platform.
Template tools merge fields. They cannot choose between clause variants that depend on each other, use facts that live outside the system they merge from, or assemble a multi-document pack. That work has always fallen back to lawyers, and it is the work the agents take on.
Complex, conditional documents and the packs around them: core agreements plus their joinders, addenda, side letters and comfort letters; terminations and replacements on a change of ownership; consistent amendments across a legacy estate; playbook-driven responses to high-volume inbound. At one client, agents now handle approximately 50 drafting tasks, up from a handful at launch.
Higher than most buyers assume. The agents run in production on 80 to 100 page agreements with layered conditional logic and regional variants, and on full English-law fund agreements drafted from term sheets of around sixty terms. The test is not length but whether the logic is rule-based.
Missing or contradictory inputs produce a question, never a guess. Unresolved values arrive as highlighted placeholders, departures from your standard form collect in a special terms schedule, and every request, question and draft is on the audit trail. Counsel signs off every document.
That is the second phase of most deployments. The agent checks the finalised agreement change by change against the record, flags what does not reconcile, updates the system and confirms, asking wherever a mapping is genuinely ambiguous.
Inside your security perimeter: a dedicated tenant in your chosen region, zero data retention with model providers, single sign-on and MFA, and integration with your own email estate. Administrators see a full audit trail of every request, question and draft.
Two to four weeks from contract to production, starting with the documents that hurt most. A full template estate ingests in six to eight weeks, with Flank carrying the project management.
Keep your lawyers on the judgment, not the assembly.