Internal Tools & Ops Systems

Internal Tools & Ops Systems

Toronto, Ontario (Canada)

Toronto, Ontario (Canada)

Automated Feedback Reports with GPT-4o

Automated Feedback Reports with GPT-4o

Crecy

Crecy

Crecy

Crecy

Overview

Raia Technologies developed the MVP for Crecy, a platform designed to simplify employee feedback. Instead of managers juggling manual surveys and reports, Crecy allowed them to collect feedback, generate summaries, and view insights in one place.


The Build

We used Bubble for rapid product development and OpenAI’s GPT-4o to power automated report generation. The MVP included:

  • Survey creation and management — managers could add, edit, and organize questions (short answer and scoring types).

  • Feedback collection — peers’ responses were entered into the system and stored for each employee.

  • Automated report generation — selected survey responses were sent to the GPT-4o API, which produced a clear, structured feedback report with insights like average scores.

  • Reports dashboard — managers could access all generated reports for their direct reports in one place.

From MVP to Launch

We delivered a functional MVP that streamlined the entire feedback cycle — from creating surveys to generating AI-powered reports. Built in Bubble, the platform was flexible enough to test with real users immediately while being scalable for future features like employee portals.


The Outcome

In a short timeline, Crecy gained a working product that automated one of the most time-consuming tasks for managers: summarizing feedback. By combining no-code development with OpenAI’s LLM, Raia Technologies helped bring a fully functional MVP to life quickly and efficiently.

You're not here to browse. You're here because something in your systems isn’t working – and you’re ready to fix it.

You're not here to browse. You're here because something in your systems isn’t working – and you’re ready to fix it.

You're not here to browse. You're here because something in your systems isn’t working – and you’re ready to fix it.

You're not here to browse. You're here because something in your systems isn’t working – and you’re ready to fix it.

Let’s figure out what’s worth building, automating, or simplifying – together.