The AI operating desk for small business

Find the hours hiding in your business.

Describe one real workflow. The free advisor turns it into a workload baseline, an automation-readiness judgment, a human boundary, a four-step test, and draft-only instructions for the AI assistant you already use. No account required.

Start the free chatSee what the free brief includes →
  • No account for the first eight AI responses.
  • No invented savings when the workload is still unknown.
  • No tool purchase before a reversible shadow test.

AI Opportunity Finder

Tell me how work gets done.

8 replies left
Opportunity desk

I’ll ask about yesterday, the work you dread, pileups, failed automation, and the process you would delete. Eight responses, no account required.

Do not enter passwords, secrets, regulated records, or customer PII.

5 casesto establish a baseline

1 boundarythat stays human

4 stepsten minutes each

$0to keep the brief

The capability register · Autumn 2026

What AI can take off your desk now.

Thirteen jobs current AI can do for a small business, how far to trust each one, and the decision that stays with you.

  1. Front deskAnswer the phone and book the workAct within limits
  2. Front deskDraft replies from your own recordsDraft for approval
  3. Back officeRead documents into your systemsAct within limits
  4. Back officePrepare the books for reviewDraft for approval
  5. GrowthDraft marketing from real workDraft for approval
  6. GrowthGet described accurately by AI assistantsAct within limits
  7. ManagementTurn meetings into owned tasksAct within limits
  8. ManagementResearch and brief you on a scheduleAct within limits

Verified September 29, 2026. Sources on every entry; no products recommended.

Read the full register →

It interviews before it recommends.

The original four-phase assessment playbook, rebuilt as an autonomous product.

  1. 1

    Discovery interview

    Real workflows, frequency, minutes, inputs, outputs, exceptions, failed attempts, sensitivity, budget, and hourly value. Probing only.

  2. 2

    Current tool research

    Three to seven tools researched from official sources and ranked for a 2–20-person business, its stack, permissions, and budget.

  3. 3

    Verified report

    Effort versus impact, savings ranges, confidence, prices, citations, stop conditions, security caveats, and four ten-minute quick-start days.

  4. 4

    Ask your report

    An AI review desk walks each recommendation and generates checklists, SOPs, starter skills, and acceptance tests.

The payment gate

Evidence first. Capture second.

Stripe places a $95 card authorization. The system captures it only after conservative non-overlapping savings reach five hours per week and every source, fit, privacy, and math check passes.

If not, the authorization is canceled automatically and you receive a smaller no-charge findings summary. A redirect is never treated as proof of payment.

Read the full assessment

A report built to be used Monday.

Every recommendation answers the questions a generic “top AI tools” list leaves open.

Example recommendation

Turn lead follow-up into a measured queue.

Savings range shown
Official source
Vendor pricing and capability page · verified date
Setup
Estimated minutes · permissions · owner
Success
Median reply time falls without raising opt-outs
Stop
Error or opt-out rate exceeds the baseline
Security
No regulated records; minimum scopes only
Confidence
Scored with reasoning and evidence limits
Setup kitChecklist · SOP · starter skill · acceptance test

The product improves in loops

Outcomes become memory, not marketing copy.

  1. Ask

    Useful or not useful, immediately.

  2. Measure

    Seven- and thirty-day time before/after.

  3. De-identify

    Raw customer text never becomes public content.

  4. Test

    Candidate prompts shadow historical cases.

  5. Promote or roll back

    Only outcome gains without source, privacy, cost, or reliability regression survive.

The existing field manual

The doctrine remains. Now it supports a job.

Operating loops, agent labor, distribution, transferable businesses, systems, and the marketplace remain linked evidence and discovery surfaces.

Operating modelHow a company runs in loops →Loop libraryMeasured work across every desk →Category mapThe language of autonomous business →LexiconDefinitions that make the model legible →

From the field manual

Read all field notes →
Sep 29

The Machine Customer Is Calling

For most small businesses, the first machine customer is not an autonomous shopper with a wallet. It is an AI assistant calling to ask your price.

Field note · 6 minSep 29

Start With the AI You Already Pay For

Before buying another AI subscription, inventory the assistants already bundled into your suite, books, CRM, and phone system—then test one job in draft mode.

Operator note · 6 minSep 29

The Q3 2026 Operating Index

The quarter agents became ordinary software: what improved, what failed, and which operating beliefs the evidence changed.

Operating index · 7 min

Marketplace

Browse transferable operations.

7 current catalogue entries. Private details remain gated by the shared magic-link identity.

Browse opportunities →

Builds

Study the systems. Join autonomous waitlists.

Human-dependent installations remain discoverable as proof, but their checkout is paused until fulfillment can run without staff.

Browse systems →

Start with a real workday

What happened yesterday?

Start the free chat