Project Overview
Years of frontline work kept surfacing the same friction. Tools exist, but manual work remains. Information exists, but never in the right shape. We structured that pain and built an in-house product that automates it with AI.
The target user is not an engineer. It’s a professional juggling multiple projects who needs a workflow tool that just works — an AI-powered SaaS for operational improvement.
What makes this project distinctive is that the development process itself is AI-driven. From requirements to prototyping to implementation — a living proof-of-concept of the “AI × Professional” approach that defines ANDOOR.
Approach
-
Structuring the Pain: Mapped recurring bottlenecks across consulting, agencies, and venture building. Filtered ruthlessly to extract only what the frontline truly struggles with.
-
AI Automation Design: Architected the core of a previously manual workflow to be automated by AI. Focused on drawing the line between what humans should decide and what machines should handle.
-
AI-Driven Development: AI embedded across the entire build — requirements, prototyping, implementation. Development cycles measured in weeks, not months, with a lean team.
-
Non-Engineer First: The goal was not to showcase technology, but to make it invisible. Designed so that frontline professionals can use it without a second thought.
Results
- Delivered a product grounded in real operational pain, not theoretical assumptions
- Proved that a small AI-native team can ship production-grade SaaS at speed
- Became ANDOOR’s flagship case: an AI product, built with AI