# AI Agent Builder for Legal Ops: From Review to Report URL: https://legalysis.co/lp/ai-agent-builder-legal-ops Type: landing Locale: en Published: 2026-07-28 Updated: 2026-07-28 --- > Legal ops rarely stops at the review. Here is how an AI agent builder turns flagged clauses into a report your stakeholders actually read. *For legal ops and in-house teams* ## An AI Agent Builder for Legal Ops Workflows Skywork's specialized agents turn flagged clauses into structured reports, risk registers, and stakeholder decks in minutes. ## Six agents, one job: make your review readable Legalysis and your team still do the legal analysis. These agents handle what comes after: turning findings into something a stakeholder can open and understand. ### Document agent Turns a list of flagged clauses into a two-page executive summary, formatted and ready to send, without you opening a design tool or a blank doc. ### Spreadsheet agent Builds a structured risk register from a batch of contracts, sorted by clause type and severity, so procurement can filter by what actually matters to them. ### Slides agent Packages a renewal or vendor review into a short deck for a leadership or procurement meeting, the same afternoon the review wraps up. ### Repeatable setup Save the agent configuration once, reuse it for every NDA, SLA, or vendor contract that follows, so the tenth report looks as consistent as the first. ### Deep Research mode Cites public sources when a report needs to reference regulatory context, not just internal notes, useful when a summary has to justify itself to a client. ### Layer-editable output Adjust a generated deck or chart element by element instead of regenerating the whole thing when only one number or one slide needs to change. *From clause to deliverable* ## What changes after the review is finished A contract review usually ends with a list of flagged clauses and a few notes in a shared doc. Someone still has to turn that into something a director or a client will actually read: a summary, a risk register, a short deck. That step eats hours it does not need to, and it is rarely the part anyone on a legal team signed up to do. Feed the flagged clauses to an agent built for the output you need, and the formatting work is mostly done before your coffee is. The agent does not decide what counts as a risk. It takes the decisions your team already made, the clauses already flagged, and turns them into something that reads well and looks finished, so the review stops living only inside a shared document that nobody outside legal ever opens. - Paste flagged clauses and context into the document agent for an executive summary - Send the same list to the spreadsheet agent for a sortable risk register - Ask the slides agent for a short deck when the review needs to go in front of leadership ## From a reviewed contract to a shareable report 1. **Finish the review** — Read the contract clause by clause, in Legalysis or with your own team, and flag what needs attention and why, in plain language you can hand off. 2. **Pick the agent for the output you need** — A summary calls for the document agent, a comparison across vendors calls for the spreadsheet agent, a leadership update calls for the slides agent. 3. **Feed it the flagged clauses** — Paste the clause text, your notes, and the context: who this report is for, and what decision it is meant to support, so the tone matches the audience. 4. **Check it before it goes out** — Read the generated report against your original notes. The agent formats what you gave it; it does not verify legal accuracy on its own. 5. **Reuse the setup next time** — Save the agent configuration so the next NDA or SLA of the same type produces the same structure, in a fraction of the time the first one took. ## Before you set one up ### What is an AI agent builder, in plain terms? It is a workspace where you configure a specialized agent for a specific output, a document, a spreadsheet, or a deck, once, and reuse that configuration every time you need the same kind of report. ### Does this replace the contract review itself? No. The agent formats and structures what your team or Legalysis already found. Reading the clauses and deciding what is a real risk stays a human, or legal-tool, task. ### Is this legal advice? No. Skywork produces documents from the input you give it. For anything with real legal weight, the output should still go past your counsel before it is acted on. ### Can the agent read a contract PDF directly? You feed it the clauses and notes you want included, typically pasted or exported from your review. It does not run its own legal analysis on the source document. ### What does it cost? Skywork has a free tier with limited generations. The Pro plan runs roughly 12 to 16 dollars per month, with an annual option, which is close to what one hour of formatting work costs most teams. ### Who ends up using this at a legal team? Mostly legal ops managers, in-house counsel who report to non-legal stakeholders, and procurement teams who need a consistent format across many vendor reviews. ### How is this different from asking a general chatbot to write the report? The agents are configured once for a specific output type and layout, so the second and tenth report follow the same structure automatically instead of starting from a blank prompt each time. ### Where is the data processed? Check Skywork's own data handling terms before sending anything containing client-confidential clauses, and confirm this against your organization's data policy for EU or UK client matters. ### Do I need to know how to build or code an agent myself? No coding. Configuring an agent here means picking an output type, document, spreadsheet, or slides, and describing the structure you want once. Skywork keeps that configuration for the next review. ### What happens if the flagged clauses change halfway through? Update the input and regenerate. Because the layout comes from the saved configuration and not a one-off prompt, the new version keeps the same structure as the last report. ## Turn contract reviews into reports people read Skywork's agents handle the formatting so your legal team can stay on the analysis. *Call to action: Start with Skywork* ## FAQ ### What is an AI agent builder, in plain terms? It is a workspace where you configure a specialized agent for a specific output, a document, a spreadsheet, or a deck, once, and reuse that configuration every time you need the same kind of report. ### Does this replace the contract review itself? No. The agent formats and structures what your team or Legalysis already found. Reading the clauses and deciding what is a real risk stays a human, or legal-tool, task. ### Is this legal advice? No. Skywork produces documents from the input you give it. For anything with real legal weight, the output should still go past your counsel before it is acted on. ### Can the agent read a contract PDF directly? You feed it the clauses and notes you want included, typically pasted or exported from your review. It does not run its own legal analysis on the source document. ### What does it cost? Skywork has a free tier with limited generations. The Pro plan runs roughly 12 to 16 dollars per month, with an annual option, which is close to what one hour of formatting work costs most teams. ### Who ends up using this at a legal team? Mostly legal ops managers, in-house counsel who report to non-legal stakeholders, and procurement teams who need a consistent format across many vendor reviews. ### How is this different from asking a general chatbot to write the report? The agents are configured once for a specific output type and layout, so the second and tenth report follow the same structure automatically instead of starting from a blank prompt each time. ### Where is the data processed? Check Skywork's own data handling terms before sending anything containing client-confidential clauses, and confirm this against your organization's data policy for EU or UK client matters. ### Do I need to know how to build or code an agent myself? No coding. Configuring an agent here means picking an output type, document, spreadsheet, or slides, and describing the structure you want once. Skywork keeps that configuration for the next review. ### What happens if the flagged clauses change halfway through? Update the input and regenerate. Because the layout comes from the saved configuration and not a one-off prompt, the new version keeps the same structure as the last report.