the AI runtime lab

Field Lab · Problem Bank

Problem Bank

A public backlog of anonymized AI deployment problems from founders, operators, and engineers. Every investigation starts here: a problem gets submitted, reviewed, scoped into a Brief, and built against at a Lab. The bank shows what the field is actually struggling with.

From a founder Selected for Field Lab 01

Qualify design-partner leads from messy public web data

Workflow
growth/sales
System
web-grounded agent
Risk
stale, unsupported, conflicting, extraction drift

See the investigation

How a problem moves

  1. Submitted
  2. Under review
  3. Selected
  4. In progress
  5. Report published

Some problems stall as needs partner (the build needs tooling or data we do not have) or needs reviewer (the bar needs a domain expert to react to it). Those are open invitations.

Have a workflow where an AI system almost works but you cannot trust it yet? That is exactly the shape we want. Submit a field problem. Everything is anonymized before it appears here.