AITL
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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

  1. 01Create a company audit
  2. 02Add context: tools, products, language
  3. 03Invite seats with a link
  4. 04Watch progress as people finish
  5. 05Open Role Briefs and export the Org Runway

They take the seat

  1. 01Open the invite — no account
  2. 02Say who they are and what they do
  3. 03Talk through one real stretch of work
  4. 04Attach screenshots, files, or links
  5. 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.