I Built Paano: An AI Problem-Resolution Engine

Most AI interfaces assume you already know what to ask.
But real problems don't usually arrive as well-formed questions.
They arrive as:
“This happened. I don't know what to do.”
That's why I built Paano.

Paano is an AI-powered problem-resolution engine designed to work from situations rather than perfectly formulated questions.
Its core loop is:

Understand → Investigate → Act → Reassess

Instead of immediately generating an answer, Paano tries to determine:

• What is known?
• What is unknown?
• What could explain the situation?
• What information is missing?
• What should happen next?
• When should the system stop and escalate?

Confidence is not correctness.
Paano is designed around the idea that an AI shouldn't simply become more confident because it has produced a plausible explanation.
The system should be able to recognize uncertainty, gather additional evidence, change its hypothesis, and escalate when appropriate.

Try Paano:
https://paanoai.vercel.app/

This is an early version, and I'm still developing the system. I'm particularly interested in feedback on whether the problem-resolution approach is actually useful in real-world situations.

Paano was designed and built by Samuel Mallo.