Dynamo for Legal
Agents for Legal.
Your team builds agents that screen contracts, turn standard NDAs around, watch renewals, and review vendors. They run in your cloud, and counsel signs anything above a line you draw.
Of revenue lost to poor contract management
World Commerce & Contracting, 2025Wait four or more days for a routine contract review
Streamline AI, 2026 (vendor)Runs on the systems legal already uses
Agents in Action
What Legal runs on Dynamo. Pick an agent, then click any node to see what it does.
A first-pass review on each contract that lands in SharePoint, so counsel only reads the risky ones.
What it costs today
Three jobs that still run on lawyers and spreadsheets.
Three quarters of contracts get a lawyer's eyes, when a third need one
76 percent of contracts have direct legal involvement, and teams with routing and a playbook get that down to 25 percent. The average contract takes 42 days to sign. 63 percent of the business waits four or more days for a routine review, and 80 percent cannot see where the request is.
Ironclad, 2025 and 2026 (vendor); Streamline AI, 2026 (vendor)Most NDAs are on your own template and still wait for a lawyer
90 percent of NDAs start on the company's own paper and still need legal 30 percent of the time. Only a quarter are negotiated, yet the average takes five days, and an enterprise agreement fifty. A first pass on the other side's NDA is one and a half to three hours of a lawyer's time.
Ironclad, 2025 (vendor); GC AI, 2025 (vendor)Renewal dates live in a spreadsheet, and some of the contracts are lost
71 percent of businesses cannot find at least a tenth of their contracts, and contract data sits in 24 systems on average. 60 percent of mid-market companies had at least one unwanted auto-renewal last year. Poor contract management costs almost 9 percent of revenue.
Journal of Contract Management; World Commerce & Contracting, 2025; Gartner, 2024By role
Pick a seat on the legal team.
What each person spends the month on, and the agent that takes it.
Every contract passes through a lawyer, 76 percent of them, when about a third need one.
Ironclad, 2025 and 2026 (vendor)The CEO wants an AI answer, and accuracy is the top concern: 75 percent of chief legal officers name it, with over a thousand fabricated-citation cases on the public record.
ACC, 2026; Norton Rose Fulbright, 202686 percent of general counsel say legal contributes significantly to company goals. 17 percent of the C-suite agrees.
Thomson Reuters Institute, 2026
Contract first pass
A first-pass review on each contract that lands in SharePoint, so counsel only reads the risky ones.
See it on the canvas →Build your legal agents on Dynamo
The platform underneath every agent on this page. Connect the systems once, describe the process in plain English, test it on last quarter's contracts, and run it in your cloud with counsel signing above the line you draw.
Each system is connected with a scoped credential, and every legal agent inherits the connections. Security reviews the platform once instead of each vendor's agent separately.
The person who keeps the playbook describes it in plain English. Where a clause position has to be exact, it is. Changes are diffs a lawyer can read, versioned like code.
Regression suites run on your own signed agreements on every change, so you see the extraction rate and the missed-risk rate before anything reads a live contract.
AWS, Azure, GCP, Kubernetes, or your own servers. No contract leaves your environment. Every run records what the agent read, scored, routed, and cost, which is what you show the CEO when asked what legal did with AI.
Research · Benchmark
Contract review: where fourteen models hold up, and where they don't
Fourteen models, one set of real commercial contracts, one question: which of them can be trusted with a first-pass review, and on which clause types.
Questions legal teams ask.
Can an agent send a contract or sign anything?
Only a template a named person already approved as standard, and even then a person signs it in DocuSign. The agent cannot countersign, cannot send anything to a counterparty on its own, and cannot send a notice to a vendor. Anything on the other side's paper, anything off-template, and anything above your risk threshold waits for counsel. The approval points are part of the agent's definition, not a setting someone can forget.
Where do our contracts go when the model reads them?
Nowhere. Dynamo runs in your cloud, and the agent reads SharePoint, DocuSign, Slack, and Jira with the permissions of the person who started it. No contract leaves your environment, no credential is shared, and the traces go to the observability stack IT already runs, over OpenTelemetry.
We already have AI in our contract system. What's different?
Those agents see one system each. Your contract queue runs across Slack, SharePoint or the contract system, DocuSign, Jira, NetSuite, and Salesforce. Dynamo connects each once, under scoped credentials, and every legal agent inherits the connections. Security reviews the platform once instead of each vendor's agent separately, and the counsel who owns the playbook edits the agent without a ticket.
How do we know it won't miss the clause that matters?
You test it on last quarter. Regression suites run on every change against your own signed contracts, so you see the extraction rate and the missed-risk rate before anything reads a live contract. Our contract-review benchmark ranks fourteen models on the risky clause they failed to flag. Each task runs on the model the evidence supports, and moves when a cheaper one catches up.
Who writes the playbook, and what happens when it changes?
The commercial counsel, in plain English, from the playbook they already keep. Where a step has to be exact, it is. A change is a diff a reviewer can read, promoted through dev, staging, and production with a check at each gate, and every run after uses the new rule. The record of every run shows what the agent read, extracted, scored, and routed.