Marketplace
Browse transferable operations.
7 current catalogue entries. Private details remain gated by the shared magic-link identity.
Browse opportunities →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, and a four-step test you can keep without an account.
- 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.
5 casesto establish a baseline
1 boundarythat stays human
4 stepsten minutes each
$0to keep the brief
It interviews before it recommends.
The original four-phase assessment playbook, rebuilt as an autonomous product.
- 1
Discovery interview
Real workflows, frequency, minutes, inputs, outputs, exceptions, failed attempts, sensitivity, budget, and hourly value. Probing only.
- 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
Verified report
Effort versus impact, savings ranges, confidence, prices, citations, stop conditions, security caveats, and four ten-minute quick-start days.
- 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 assessmentA 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
The product improves in loops
Outcomes become memory, not marketing copy.
- Ask
Useful or not useful, immediately.
- Measure
Seven- and thirty-day time before/after.
- De-identify
Raw customer text never becomes public content.
- Test
Candidate prompts shadow historical cases.
- 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.
From the field manual
Read all field notes →A Spare Model Is Not a Spare Company
Business continuity does not begin with a second model. It begins when every critical job has durable state, a degraded mode, and an honest handoff when a supplier disappears.
A Million Agent Minutes Need a Sampling Plan
Cars24 says its voice and chat agents now handle more than one million conversation minutes a month, without publishing the channel split. At that volume, voice-call quality control cannot mean listening at random. It needs a sampling plan tied to verified business outcomes.
Distribution Is an Operating System
Publishing is an action. Distribution is the loop that chooses an audience, places an offer, reads the response, follows up, and changes what the company builds next. A product without that loop is unfinished.
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