Operators run on documents — standard operating procedures, contracts, checklists, policies. Most of them are outdated, inconsistent, or don’t exist yet. AI can accelerate every stage of document work: drafting, reviewing, summarizing, and turning messy process knowledge into clean SOPs. Here’s the practical approach — with clear limits on where AI stops and human (or legal) judgment takes over.

Drafting SOPs from How You Actually Work

The hardest part of writing an SOP is starting. Use AI to turn a rough brain dump into a structured document. Describe the process conversationally — walk through it the way you’d explain it to a new hire — then paste that into Claude or ChatGPT and ask: “Turn this into a step-by-step SOP with a purpose statement, prerequisites, numbered steps, and a notes section for exceptions.” Review the output for accuracy, then have someone who does the job regularly test it against reality before it goes live.

Generating Checklists from Existing Processes

If you have a longer document, process guide, or meeting notes that describe a workflow, AI can extract a checklist in seconds. Paste the source material and prompt: “Generate a step-by-step checklist from this document. Each item should be action-oriented and specific enough that someone unfamiliar with the process can follow it.” Checklists generated this way are a solid starting point — they’ll need a human sanity check, but the structure is done.

Summarizing Contracts and Vendor Agreements

Reading a 30-page vendor contract before you can sign it is time-consuming and easy to put off. AI can give you a useful plain-English summary in minutes. Paste the contract text into Claude (which handles long documents well) and ask: “Summarize the key terms of this contract. Include: payment terms, termination clauses, liability limitations, renewal terms, and any clauses I should flag for review.” Use that summary to know what questions to ask — not as a substitute for legal review on anything significant.

The rule: AI summarizes and flags, lawyers decide. Never sign a contract based solely on an AI summary. But AI can tell you which paragraph on page 19 you actually need to read.

Keeping SOPs Current

Outdated SOPs are worse than no SOPs — they give people false confidence in a process that no longer works. Use AI to streamline the update process. When a process changes, paste the old SOP and your notes on what changed into Claude and ask it to produce an updated version. Track the date and version number in your document so you always know how recent it is. Store SOPs in a single location — Notion is the most common choice — so there’s one version, not six copies in different inboxes.

Document Review at Speed

AI is useful for reviewing your own documents before they go out — catching gaps, inconsistencies, or unclear instructions. After you’ve drafted an SOP or policy, ask Claude: “Review this document and flag: any steps that are ambiguous, any missing prerequisites, any points where the reader might get confused, and any inconsistencies.” Treat its feedback like a peer review — useful input, not final judgment.

The Human Sign-Off on Anything That Matters

SOPs that govern safety, compliance, or regulated activities need human expert review before they’re published. Contracts need qualified legal review before they’re signed. AI drafts and summaries accelerate the process — they don’t replace the expertise. Build a review and approval step into any document workflow that carries real risk if it’s wrong.