Stop discovering production problems one failure at a time
A controlled demo hides the hard parts. Real users introduce identities, permissions, unreliable integrations, ambiguous inputs, and edge cases. The workshop turns lessons already learned in production into focused decisions for your product.
You bring the vision and constraints. We help define the authentication context, tool boundaries, and human approval points that make agent autonomy useful without making it reckless.
