AI / ML & Data Engineering Services

From smart automation to data-driven software, our products transform challenges into opportunities and ideas into reality.

Products

Why AI is valuable for you business processes

Businesses are facing challenging time of rising costs and manpower shortage. Embracing GenAI-enabled solutions allows business to unlock new ways to…

  • enhance productivity
  • drive innovation
  • elevate customer experiences

As AI is evolving further, it is important to have early adoption strategy to ensure sustainable growth in this face paced digital environment.

Products

Access our variety of leading AI-powered tools, customized to drive your ideas

RPI offers a suite of services to enable a variety of AI applications for your needs.

Tink

Think like a human

E.g. Sales forecasting, Churn prediction, Optimization engine

Understand like a human

Understand like a human

E.g. Natural language processing (NLP), Speech recognition, Computer vision

Create like a human

Create like a human

E.g. Virtual chatbots, Digital concierge, Enterprise conversations

Communicate like a human

Communicate like a human

E.g. Text, image & video generation, Ai-powered learning

A robust process designed for enterprise AI deployment

RPI offers a suite of services to enable a variety of AI applications for your needs.

01

"Data

Data
Discovery

Understanding your business needs
Scope objectives
Identifying data sources
Preliminary data explorations
Define approach to model development

02

Data 
Preparation

Data
Preparation

Setting up AI dev env.
Data ingestion
Data cleansing, labelling and transformation
Feature extraction

03

Model Deployment

Model
Deployment

Split training, validations, and test datasets
Appropriate model selection
Optimize hyper-parameters, validate performance

04

Model 
Evaluation

Model
Evaluation

Evaluate model accuracy, precision and recall via test data set
Model refinement
Move final models into staging env.

05

Carbonate Network

Carbonate
Network

Integrate trained model into production env.
Set-up APIs for real-time application
Monitor and update models

Services from our AI Lab Product Suite

RPI has developed a scalable and proven approach to implement AI within your enterprise applications.

RPI SENITAL

Brand sentiment analysis

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

Brand sentiment analysis
RPI VIRTUOSO

Virtual chat assistant

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

RPI ECOMAi

Product review summary

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

Product review summary
RPI EMOSIS

Emotional analysis

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

Emotional analysis
RPI RECOAI

Product recommendation

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

Product recommendation
RPI SUDA

Supply demand forecast

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

Supply demand forecast
RPI SAILES

Sales task 
assistant

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

Sales task 
assistant
RPI RPI CONGEN

SEO content generation

A scalable solution to monitor vast amounts of user-generated content cross various social media platforms to quickly identify emerging trends, customer sentiments and potential risks

SEO content generation
banner casestudy 4th slide

banner casestudy 4th slide

CASE STUDYModernizing Car Servicing with On-Demand Pickup & Inspection

RPI developed CTBooker’s mobile app and management system to simplify car servicing for busy owners. By enabling scheduled car pickups and a smart fleet management system makes car maintenance care more convenient and efficient across France.

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banner casestudy 3rd slide

CASE STUDYStreamlining Telecom Support with an AI-Powered Chat Assistant

For a telecommunications company, RPI deployed a generative AI chatbot built on AWS to transform their knowledge management system. This drove a 73% faster resolution time and 42% productivity boost—enabling support teams to resolve issues faster, with instant access to critical technical information.

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banner casestudy 2nd slide

CASE STUDYRevolutionizing Urban Mobility with Smart Bike-Sharing Tech

Working the largest Swiss bike sharing system, RPI developed an end-to-end mobility platform featuring real-time demand forecasting and intelligent bike tracking. Our scalable tech solution enabled bike optimization to 85–95% across stations, maximizing revenue and minimizing customer complaints.

banner casestudy

banner casestudy

CASE STUDYUpskilling Industries to Transform Lives

Partnering with a workforce development organization, RPI delivered a custom Unity-based experiential training platform to upskill industrial workers. The solution significantly improved learning outcomes — 60% of trainees were hired into higher-than-entry-level positions with increased earning potential.

If You Need an AI-Powered Custom Software Solution

We Want to Hear from You — No Idea too Big or Small

We partner with the best in the industry

From Concept to Code, 
Build your Vision with Us

Tell us about you project, or with your questions, and we will reach out to schedule a free consultation as soon as possible.

sales@rpigroup.com
+65 6749 0482

33 Ubi Avenue 3,
Vertex Tower B, #05-26,
Singapore 408868