Operations · SOP Generation

Samso Managed Services · Last Updated · Apr 2026

SOP Generation from Recordings

A team member walks through a process once on Loom - and a draft SOP, complete with numbered steps and screenshots, lands in Notion before the recording finishes uploading. Reviewer stamps it; the playbook updates itself.

What the managed workflow does

Watches the recording

Loom, Zoom, Meet, or any screen-share - transcribed, segmented by chapter, and indexed by what's on screen at each moment.

Drafts numbered steps

Every meaningful action becomes a step with a description, an annotated screenshot, and a link back to the timecode it came from.

Routes to a reviewer

The draft posts as a doc with status DRAFTED. The owner reviews, edits, and stamps it READY - adding the human judgment AI shouldn't fake.

Lives where the team works

Final SOPs land in Notion, Confluence, or your wiki of choice - searchable, versioned, and linked back to the source recording.

Record once · numbered SOP, drafted while the upload finishes

42-MIN LOOM · 4 STEPS DRAFTED · 5 CHAPTERS

Loom · Customer Onboarding Walkthrough42:18 · 3 viewers · Apr 18INTROVERIFYPROVISIONWELCOMEHAND-OFF13:24DRAFTINGSOP DOCCustomerOnboardingDRAFTED · 4 STEPSAPR 22 · v0.3REVIEWED BYMMaria ChenCS LeadREADY · Q201Verify customer email and metadataPull signup record from Salesforce. Confirm domain, plan tier, and seat count match.LIVE↩ chap 1 · 2:1202Provision workspace and seatsRun provisioning script. Allocate seats per the SOW. Confirm SSO config matches IdP.REVIEWED↩ chap 2 · 10:1903Send welcome + scheduling linksTrigger welcome email template. Attach kickoff scheduling link with CSM availability.DRAFTED↩ chap 3 · 18:2604Hand off to CSM with context packetGenerate context packet: usage targets, decision-maker map, known risks. Share in Slack DM.DRAFTED↩ chap 4 · 26:33

Recordings ingested

Loom · screen + cameraZoom · Meet · Teams meetingsInternal training videosLive screen-shares + commentary

SOP artifacts produced

Numbered step list · Notion / Google DocsAnnotated screenshots · per stepReviewer + version stampLinked back to source timecode

Recordings ingested

  • Loom walkthroughs. Screen + camera recordings, the most common SOP source.

  • Meeting recordings. Zoom, Meet, Teams - pulled from the cloud archive on a schedule.

  • Training videos. Existing internal training library reformatted into structured SOPs.

  • Live screen-shares. Pair-driving sessions with running commentary turned into reusable runbooks.

SOP artifacts produced

  • Numbered step doc. Sectioned, titled, and ordered - published to Notion / Confluence / your wiki.

  • Annotated screenshots. Per-step visual capture pulled directly from the source frame.

  • Reviewer trail. Each SOP carries the reviewer, version, and last-updated stamp out of the box.

  • Source timecodes. Every step links back to the moment in the recording where it came from.

What you get, every week

Documented processes that exist

The team member who runs a process once writes the SOP by recording themselves - and the doc shows up before they're back at their desk.

A library that updates itself

When the process changes, re-record. The SOP updates. The old version stays archived for audit.

Onboarding that doesn't require pairing

New hires read the SOP, watch the linked clip if they need the demo, and get to productive work in days, not weeks.

See this in your industry

How operations reads for each sector we serve.

Technology
Retail & Consumer
Media & Entertainment
Banking & Capital Markets
Manufacturing
Insurance
Healthcare
Energy
Defense & Aerospace
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