A reference for legal and operations leaders. The examples below are how enterprise teams are using Flank today to insource routine inexpensive legal work to supervised agents, drawn from live deployments rather than roadmap.
The assistive model makes a lawyer faster. Every contract still requires a lawyer. The bottleneck has not moved, it has been given a better interface. The agentic model is different: routine work is removed from the lawyer's queue entirely, and a lawyer supervises exceptions rather than executing the routine.
Most enterprise legal work is high-volume, well-bounded, and repetitive. It does not require novel judgment. It requires consistent application of an existing playbook. That is the work agents do. Tools are a commodity. Outcomes are not.
The implication for legal teams: the staffing model itself changes. Headcount no longer scales linearly with contract volume. Outside counsel spend drops on routine matters. Senior lawyers stop reviewing first drafts and start reviewing exceptions. The legal function stops being the bottleneck the rest of the business waits on.
Flank is delivered as three connected components. They show up to the buyer as a single service, but each part has a different job. The Front Door receives requests. The Engine executes the work. Supervision governs the output. None of the three is the product on its own.
The Engine is composed of skills. Each is a discrete capability: a thing the agent can do reliably, configured to your team's rules. Most agents combine several skills to handle a workflow end-to-end, the same way you would define a role rather than a single task. Below is what those skills look like in live deployments.
| Skill | How it works | Impact for legal | How clients use it |
|---|---|---|---|
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01 Intake & routing
Triage
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The agent sits behind a shared inbox. For every incoming request it classifies the type, checks for missing information and asks for it, answers simple questions directly using internal playbooks, and routes medium or complex matters to the right team or individual. | Legal stops acting as a switchboard. Routine requests resolve without human involvement. Complex matters arrive at the right person with full context, no back-and-forth. | A global professional services firm replaced manual triage (one person routing requests from every region via a complex matrix) with an agent behind their shared inbox.
Also used for
Compliance inboxes · Data privacy & DSR inboxes · General legal@ triage
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02 Contract review
Review
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The agent performs first-pass review of third-party paper using your redlines, clause libraries, fallbacks, and risk rules. It produces a redlined document and a summary for counsel to approve. | Deals stop stalling on first review. Senior counsel only sees exceptions. Contract positions stay consistent across the business. | A software company receiving 100-plus page MSAs at end-of-quarter, turnaround slow, deals going to outside counsel. The agent now handles first-pass review: provisions flagged, redlines produced, summary sent for sign-off.
Also used for
IT & vendor contracts · Procurement agreements · NDAs & DPAs · Standard commercial agreements
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03 Document drafting
Drafting
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The agent generates on-policy first drafts in minutes, pulling from templates, intake data, email threads, or connected systems like Salesforce, with no human first pass required. | Legal stops producing predictable first drafts from scratch. Internal teams get documents immediately. Cycle time collapses. | A global hospitality company drafts franchise agreements for new properties: 80-plus pages built from multiple source documents. The agent ingests them, resolves conflicts, and produces a complete draft integrated with Salesforce.
Also used for
Facility agreements · Leasing contracts · MSA amendments · Commercial & sponsorship agreements
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04 Objection handling
Negotiation
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The agent produces redlines that reflect counsel's voice, suggesting responses, proposing alternative clauses, and surfacing reasoning from your playbook. It escalates only genuine judgment calls. | Negotiations move faster. Risk posture stays consistent. Legal stops rewriting the same objections on every deal. | A technology company that manually reviewed every counterparty redline on their Terms of Service. The agent now produces a reliable first draft: redlines grounded in their playbook, ready for first-round negotiation.
Also used for
NDA negotiation · Vendor agreement pushback · Framework agreement renewals
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05 Answering questions
Q&A
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The agent pulls from internal policy documents, wikis, CLMs, and email archives to deliver instant, consistent answers. Non-standard questions escalate automatically. | Sales, HR, procurement, and compliance stop waiting days for routine answers. Legal reduces interruption load significantly. | A large consumer business deployed a compliance agent for employees across 25-plus countries. It answers "who can sign this?", "what's our standard position on liability?", "where's our DPA template?", without a legal ticket.
Also used for
Security & InfoSec FAQs · HR & employment policy · Tax & compliance FAQs · Contracting standards
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06 Company knowledge
Knowledge
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The agent synthesises material spread across multiple systems (policy docs, CLMs, wikis, email archives) and surfaces policy-aligned answers grounded only in approved sources. | Faster internal decisions. Counsel avoids digging through dozens of files. The business gets authoritative, consistent answers. | Legal teams use this to surface knowledge spread across systems but following consistent rules: which entity signs, what process applies in a given jurisdiction, which template to use.
Also used for
Querying signed contract repositories · Surfacing precedent positions · Entity & signatory lookups
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07 Custom workflows
Bespoke
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For workflows that don't fit a standard skill, teams write their own agent instructions, defining exactly what the agent should do, step by step. | Any high-volume, rule-based workflow gets automated the same way, regardless of whether it maps to a standard category. | A consumer business receives thousands of data subject requests per month. The agent reads each email, categorises the request, selects the correct template, and sends a response populated with the right name and date.
Also used for
Extracting key terms into trackers · Categorising incoming correspondence · Populating standard forms
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Where supervision sits is configurable. Three modes are in production today. None of them require you to staff a parallel review team if you don't want to. The choice is about who carries the relationship and the accountability.
An agentic service is not a managed legal service with AI bolted on. In a human-delivered service, lawyers do the work and tools help them; cost scales with hours, throughput is capped by headcount, and quality varies by who picks up the ticket. In Flank's model, the agent does the work end to end. Supervision is a check on the output, not the unit of delivery. The economics, throughput, and consistency are different in kind. Cost does not scale linearly with volume. Response is not bounded by working hours. The supervision layer is there to enforce standards, not to deliver the work.
Flank competes wherever the routine inexpensive legal work currently sits. That includes the legal AI software line, but the larger pool, typically ten to fifty times bigger in enterprise legal, is on the services side: outside counsel on templated contracting, ALSPs, offshore delivery centres, captives, contract reviewer pools, internal paralegal teams.
The structural claim underneath: tools are a commodity, outcomes are not. Software licences scale, but they still require a human to do the work. Agents change that. The work itself is the deliverable.
And unlike outsourcing, the work never leaves your building. Your playbooks remain yours. Your institutional knowledge stays with you. The control does not leave the building. Same economics as outsourcing routine work, with the control and the IP retained in-house.
What is the highest-volume, most rule-bound, most repetitive work on your legal team's plate right now? That is where an agent earns its place. Everything else still belongs to your lawyers.