The Find Ai Pros Standard for Accountable AI
We built this directory because small and mid-sized businesses are terrified of handing their brand, finances, and client relationships to hallucinating, zero-touch black boxes.
The Single Question No Other Directory Enforces
On Upwork, Clutch, and generic AI directories, agencies compete by listing the newest foundation model they wired up. They promise "100% autonomous, zero-human, set-and-forget" systems. In production, these systems inevitably encounter edge cases, drift, or hallucinate.
"What is the exact mechanism deployed when your AI system is uncertain, wrong, or encounters an edge case?"
This question filters out unreliable, generic AI agencies before they ever get listed. If an applicant cannot describe a concrete human safety check (a team approval alert, an error review dashboard, or an immediate live phone handoff to staff), their application is automatically rejected.
The Two Case Studies Rule
The green Verified Specialist badge is never sold. Payment never confers verification. To earn the badge, an applicant must have at least two reviewed production case studies with demonstrable business outcomes and audited human oversight.
Submitted at initial application intake. Verifies real client industry, baseline architecture, and quantitative ROI.
Reviewed before granting verification. Confirms repeatable methodology and robust edge-case resilience across diverse clients.
The Three-Part Vetting Checklist
Human Safety Checks & Error Prevention
The specialist articulates concrete human checkpoints: staff alerts, review dashboards, and error-prevention steps before any action affects a customer or database. Submissions claiming "100% autonomous zero-touch" are automatically rejected.
Entity & Identity Confirmation
Active corporate domain, verifiable business entity registration (LLC, S-Corp, etc.), real LinkedIn presence, and verifiable past project ownership.
Execution Artifact
A Loom walkthrough, code repository review, or live workflow architecture demonstration showing how the solution handles failure states in production.
Listing Tiers & Pricing Model
Pricing is an ongoing hypothesis. Verified status is earned first; monetization scales with verified value.
Community
For budding automation specialists
- Public directory card
- Tool stack tags
- Booking URL integration
Verified HITL Specialist
The accountability trust standard
- Verified badge on profile
- Priority category placement
- Founder matchmaking pool
Featured Spotlight
Maximum visibility on category hubs
- Pinned top of category hub
- Featured newsletter sponsor
- Dedicated case study blast