*Category: Technology | 2 min read | 2026-02-01*

When you are planning a renovation, a "rough guess" usually isn't enough to help you sleep at night. That is why we have spent a lot of time refining how RenoFiz actually calculates its numbers. We have moved away from simple chat responses and toward something much more powerful: agentic flow.

Think of it as a digital project coordinator. Using a framework called LangGraph, our system orchestrates a series of specific tasks to build your estimate. It does not just pull a number out of thin air — it starts by clearly defining your scope of work. From there, it moves to retrieving and analyzing real-world local pricing data and regional regulations.

By having these automated steps work through the logic of a professional contractor, we can provide a final estimate that is precise and grounded in reality. It is not about flashy tech for the sake of it — it is about using better tools to give you the clarity and confidence you need before you start your next home project.