Repredict.ai - Pitangent

Story of
Repredict

The initial demand of the client is to build an AI-based spreadsheet application that utilizes artificial intelligence to create a portfolio model. It will automatically predict the impact on output/returns benefit columns when changes are made to input/premium values. This allows for efficient analysis and optimization of the portfolio's performance.

Obstacles We
Overcame

The initial obstacles include ensuring accurate and efficient integration of the AI models with the spreadsheet application, optimizing the prediction algorithms for reliable and real-time calculations, handling complex dependencies between columns, managing potential errors and inconsistencies in user inputs, and designing an intuitive user interface for seamless interaction with the tool.

In the uploaded spreadsheet, a user can select dependent and independent columns.1

There is a two-fold AI model. The first model shortlists the independent columns that drive a particular column. The second one models each column for prediction. Tree-based models were used in both cases. 2

Predictions are made based on the changes in cells made by the user.3

The predicted sheet is displayed along with a comparison with the original one. 4

The technology
used

Final Result

We have achieved all the requirements of our client and are able to build a quality futuristic product that is an AI-powered spreadsheet tool that allows users to select dependent and independent columns. It employs a two-fold AI model using tree-based models to predict column values based on user-input changes, providing a predicted sheet for comparison with the original.

Our clients simply love
our work

"Even though they work remotely, communication is almost in real-time."

Uli Ebensperger

Founder, Ziggma

"Great quality deliverable with respect to timeline and business scope. Great Team to work with in general. Definitely can recommend to anyone who is looking for Hi-Fi UX Mockups. Thank you!"

Ben Koussa

Founder

"From the very first call they were the only agency that has shown real interest and trying to understand the reason behind why I ask for what I ask for. They were customer oriented all the time and delivered on demand, while proposing improvements wherever possible. Very great cooperation! They have prepared my SaaS documents they will most likely be the partner to develop it in the end!"

Marco Koehler

Co-Founder

"If I sent them an email, I would get an immediate response and not have to wait a week."

Alexander Taubenkorb

CEO, Wopio

"They don’t treat you like an everyday client. You feel like you’re really important."

Hajj Womack

CEO, TeachersInTouch

"I am so happy I took a risk and hired them."

Jeffery N. Tejcek

Communication Director, Virtual EMDR

"Know high of the highest level and maximum availability. Highly recommended."

Daniele Nardin

Co-Founder

"The quality of work was great, but they went way past schedule (could be due to Corona, who knows). I will be working with them again, though. I would recommend them for any project."

Justin Butler

CEO