Product brief
How AITL works — without inventing the story
Use cases, both sides of the product, outputs, FAQ, and the company dictionary A–Z.
What AITL is
Interviews every seat the way a sharp ops lead would — then turns talk into assets the company keeps. Not a survey. Not a form.
Operating audits before automation: parallel seat interviews → Role Briefs and an Org Runway — a living map you build on.
Ships today: Role Briefs + Org Runway
What a finished audit looks like
0seats in the brain
0conflicts found
0leaks ranked to build
A typical audit: 12–25 seats · 20–40 minutes each · a company map in 1–2 weeks.
What you can use it for
- Company operating wikiRole Briefs become the living knowledge base for each seat — steps, tools, why. Owned by the company, not stuck in one head or a dead Confluence page.

- Stand up agents that don’t guessLeak #1 on the Org Runway is your first agent brief. The Role Brief is the SOP — so automation preserves the rule that used to live in Slack.

- Onboard the next hire in daysHand them the seat guide, not a scavenger hunt. Cover, succession, and contractors start from Monday morning — written down.

- Buy software that matches MondayAtomic tasks and data movement in writing before the RFP. ERP and tools encode the real workflow, not the org-chart story.

Also used for
Higher-stakes jobs buyers don’t always say out loud.
- M&A / integrationSee how the acquired team really works before you merge systems. Catch one-sided handoffs sequential interviews miss.
- PE 100-day assessmentOperators need a baseline fast. Parallel seats and cross-checks beat a binder of surveys.
- Pre-ERP / system migrationDocument atomic tasks and data movement before you buy the suite — so the RFP matches Monday.
Two sides
You run the audit
- 01Create a company audit
- 02Add context: tools, products, language
- 03Invite seats with a link
- 04Watch progress as people finish
- 05Open Role Briefs and export the Org Runway
They take the seat
- 01Open the invite — no account
- 02Say who they are and what they do
- 03Talk through one real stretch of work
- 04Attach screenshots, files, or links
- 05Finish when the seat feels covered
What you get out
- Role BriefPer seat: atomic tasks, tools, handoffs, intent, samples — the wiki page for how this job actually runs.
- Org RunwayCompany map: belief vs reality, ranked leaks, build order — where agents and systems should land first.
FAQ
- Is this just another employee survey?No. Surveys capture sentiment. AITL captures steps, samples, and handoffs — then cross-checks seats against each other.
- Does this monitor people?No. No time tracking, scores, or keystroke logging. People document their seat — they don’t get graded.
- Why not hire consultants to interview?Consultants hear one polished story at a time. AITL runs seats in parallel and surfaces contradictions in the Org Runway.
- Who sets this up?An ops lead, founder, or consultant creates the company, seats, and invites. Interviewees only need the link.
- What do we get at the end?A Role Brief per finished seat, plus an Org Runway that cross-checks handoffs across the company.
- Can people use voice?Yes — preferred. Screenshots, PDFs, and links attach in the same thread.
Company dictionary A–Z
The thinking, listed — so you don’t invent the brief.
- AAtomic task
- Smallest repeatable step in a seat — plus why.
- BBelief vs reality
- What the sender thinks the receiver does — vs what actually happens.
- CCreator
- Sets up the audit: company, seats, research, invites, exports.
- DDiscovery
- How work really runs — not the org-chart story.
- EExport
- Finished briefs → Org Runway across seats.
- FInterviewee
- Opens an invite and talks through their seat. No account required.
- GGap
- A named handoff or boss with no interview yet — still one-sided.
- HHandoff
- Artifact moving between seats (Sheet, chat, brief, escalation).
- IInvite
- The link into a seat interview — no account needed.
- JJob-to-be-done
- How work runs → durable company assets.
- KKnowledge home
- Where the how lives — Sheet, Drive, chat, Notion, or someone’s head.
- LAITL
- Live interviews in. Operating knowledge out.
- MMap
- Org Runway view of seats, reporting, and conflicts.
- NNot a form
- A conversation that follows the work — not a fixed questionnaire.
- OOrg Runway
- Company-level synthesis across finished Role Briefs.
- PProgress
- Who started, who’s stuck, who’s finished.
- QQuiet checklist
- Coverage runs in the background; interviewees don’t see jargon.
- RResearch
- Creator context: products, tools, language.
- SSeat
- One role / one person to interview.
- TTurnover risk
- If one person leaves, can the company still run that seat?
- UUse cases
- Ops audit, automation prep, M&A, PE 100-day, onboarding.
- VVoice-first
- Talk preferred — transcripts become structured briefs.
- WWhy
- Intent behind the step — what automation must preserve.
- XCross-reference
- Check one seat’s story against another’s.
- YYou
- Own the audit. Nudge seats. Ship the export.
- ZZero lock-in to one head
- The company owns the how — not a single person.


