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Data Governance & Quality

Stop Writing SOPs: Capture Them From Real Work Instead

The biggest mistake organizations make in trying to build context is treating documentation like a massive, multi-month writing project.

The secret to building your SOPs isn't manual writing; it is passive, continuous context capture.

You don't write your SOPs - you extract them directly from your active, day-to-day workflows using tools you already use.

The blueprint

The tactical blueprint is incredibly straightforward: whenever a team member performs a critical task, they hit screen record.

They do the work live, sharing their screen, thinking out loud, and narrating every decision point, validation step, and failure mode as they proceed.

Once complete, pass the raw video transcription into your corporate LLM to parse it and structure it instantly into a clean, operational SOP template.

The model extracts the core acceptance criteria, documents the step-by-step technical execution, and identifies the exact definition of done.

The payoff

You turn a painful, three-hour documentation chore into a frictionless, automated thirty-second review process.

You build a mature, fully documented enterprise data operating model without sacrificing a single increment of your velocity.

First shared on LinkedIn.

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Weekly thinking on data and AI governance from Ash Srivastava.