Predictive AI Model Development for a Talent Technology Vendor

Edvantis collaborated with a talent technology vendor to build a custom, predictive Artificial Intelligence (AI) model from scratch within a fixed budget and timeframe.

  • Service

    Fixed-price Project

  • Industry

    Human Resources

  • Location


months project
Edvantis specialists
datasets in AI model


Our client, an emerging talent technology vendor in the Americas, aims to develop a unique AI product Retain that measures employee engagement based on collected data.

The company established criteria for determining user engagement & retention and collected test data. As a next step, they approached Edvantis to create a custom, predictive AI model. Based on the relevant datasets, the model would automatically measure employee loyalty, retention, and engagement levels.

Team Size and Composition

Analyzing the client’s requirements and project needs, we assembled a data science
team that could swiftly deliver a high-quality, thoroughly tested AI model. The team
consisted of the following roles: 

  • Team Lead
  • Data Science Experts
  • Python Engineers
  • IT Operations Specialists

Technologies Used

Python, Microsoft Azure, Flask


As part of the engagement, Edvantis was responsible for team composition, optimal technology stack, methodology selection, and on-time delivery according to fixed scope and budget. Here are some of the milestones we achieved:

  • Operationalized and analyzed the available data sets, detailing and structuring the client’s internal Information Infrastructure.
  • Designed a custom predictive model that forecasts employee satisfaction levels based on their daily interactions. Applying complex statistical models, we developed an AI solution that predicts employee loyalty, engagement, and retention.

For a guaranteed on-time and on-budget result, Edvantis recommended a fixed-cost project service model. Within 3+ months, the client received a robust AI model that they could apply to their user base. We ensured that each phase of the project complied with development best practices, testing guidelines, and security standards.

We are pleased with our collaboration with Edvantis. They have met all deadlines and stayed within budget. The price-to value ratio is exceptionally good.

Drop a Line
About Your Project

Submit the form below or get in touch with us by email outlining your project details. You’ll get a response within one business day from an Edvantis expert skilled in your tech stack, industry, or specific business challenge.
It would be a pleasure to work with you.

    This is a required field
    This is a required field
    This is a required field
    This is a required field
    I’m interested in:

    Our Recognitions: