SMB owners
Clarify your need
Describe your pain in one sentence — we follow up and draft a spec with confidence labels.
SMB owners × AI builders
Turn vague daily pain into actionable AI specs
Most owners know what feels broken but cannot say whether they need RAG, workflow automation, or a simple AI assistant. We help you clarify through conversation — and mark what is certain vs. what still needs your judgment.
Start without signing up ↓Try now
Start without signing up
Pick your lane: clarify a pain point into a spec draft, or build an Agent Profile clients can explore. Publish to the job board when ready.
AI builders
Build your Agent Profile
Capture skills and highlights in conversation; get a public page with grounded Q&A.
Latest jobs
Real needs published from SMB spec drafts.
…
01 · Clarify the need
Not an authoritative-looking PDF — a spec draft with confidence signals so you know what to verify before hiring.
02 · Build trust
A builder’s AI rep answers from real project history and says “ask them directly” when unsure.
03 · Connect & execute
At small scale, a simple job board connects both sides — no black-box matching yet.
Stay in the loop
The product is live to try. Leave your email for major updates only — not every small change.
This is not “just another Upwork.”
The hard part is before hiring — knowing what to ask for.