AI-Powered Sentiment
& Summary Engine for Traction DK

From raw data to refined insights. AI-powered clarity for faster, smarter decisions.

Body Analysis

Let's Connect

Fill the form to connect to the HubexTech our Team will contact you within 24 Hours.

Phone: +1 (786) 350-3783

Email: [email protected]

Book a Meeting

Start Your Project

Name * Name can't be empty

Email * Email can't be empty Invalid email

Phone No. * Phone no can't be empty Invalid phone number

Website Url * Website url can't be empty Invalid url

Message * Message can't be empty Message length must be 350 character

AI Hand Brain

About Project

Traction DK, a leading CRM provider for recreational vehicle dealerships, partnered with HubexTech to develop an AI-powered conversation intelligence module. The objective: transform raw customer-agent interactions into actionable insights while ensuring data privacy and compliance.

The resulting solution is a fully automated, multilingual (English/French) system for sentiment analysis and conversation summarization. Built on Google Cloud using Gemini AI models, the system provides stateless, high-throughput analysis without persisting any user data, allowing real-time decision support for dealership sales and service teams.

Solution Architecture & Scope

Functional Components

Sentiment Analysis Engine

Gemini-powered module on GCP delivering message-level and overall sentiment scores.

Multilingual Summarization Module

High-Concurrency Job Processor

Secure API Ingestion Layer

Daily Reprocessing System

Security & Compliance

Health Metrics

3D Body Mapping

Scope of Work & Key Features

Non-Functional Requirements

Scalable & Fault-Tolerant

Deployed on managed cloud infrastructure to auto-scale with demand.

Multilingual Summarization Module

Low Latency

Payload Agnostic

Objectives

Deliver accurate sentiment analysis across agent and customer interactions.
Generate dual-language conversation summaries (EN/FR).
Ensure zero data retention through stateless architecture.
Support 1000+ concurrent jobs via a scalable processing queue.
Provide a secure ingestion API to integrate seamlessly with Traction DK’s platform.
Enable daily automated reanalysis of conversations to reflect evolving context.
Maintain machine-token-based security for all communications.
Support flexible payload formats and volume scalability.

Outcomes Chart

Similar Project Idea?

Need quality work on time and within budget? Let's collaborate!

Let's Connect

Fill the form to connect to the HubexTech our Team will contact you within 24 Hours.

Phone: +1 (786) 350-3783

Email: [email protected]

Book a Meeting

Start Your Project

Name * Name can't be empty

Email * Email can't be empty Invalid email

Phone No. * Phone no can't be empty Invalid phone number

Website Url * Website url can't be empty Invalid url

Message * Message can't be empty Message length must be 350 character

Our Happy Clients

Trusted by hundreds of brands around the world.

Very professionally communicated, delivered, and successfully closed our project together. I'd hire them any chance I get, they helped salvage our product and transform it into a completely built out web platform for our company. Very knowledgeable… See more

Usman Ahmad
HubexTech delivered a fully functional app that met the client's expectations. The team was highly responsive, and a prototype was ready with in 48 hours. They provided valuable recommendations for future enhancements and worked through all the issues… See more

Elizabeth Johnson
The project management was excellent. Communication was clear, deliverables were met. Hubex has a strong methodology and adhered to it. The project manager always responded overnight to any questions or issues. They were very flexible with… See more

Rick Eaton
HubexTech is able to develop and continually improve the online platform, much to the client's delight. The team strictly adheres to timeframes and feedback, and internal stakeholders are particularly impressed with the vendor's timely… See more

Raj Salhotra
The client is happy with HubexTech’s work, which meets expectations. The team manages the engagement effectively. They keep the project organized and swiftly recruit skilled resources while still meeting the client’s budget. Moreover, they’re… See more

Anonymous
The client has acquired over 2,500 users within a year of the solutions’ launch, and they receive booking requests from more than 1,000 users per month. A responsive and proactive partner, HubexTech stays in constant contact and provides… See more

Usama Ashraf
HubexTech team is prompt, responsive, reliable, and most importantly all are exceptional communicators. They routinely asked the right questions in order to ensure that the code to be developed was well thought out, and responsive to our users… See more

Shiroy Aspandiar
Team HubexTech were great to work with for many months, they were very on-time with all the milestones and amazing quality of work. They went above and beyond my expectations for such a long project. Definitely will be working with them… See more

Buck Palmer
Very professionally communicated, delivered, and successfully closed our project together. I'd hire them any chance I get, they helped salvage our product and transform it into a completely built out web platform for our company. Very knowledgeable… See more

Usman Ahmad
HubexTech delivered a fully functional app that met the client's expectations. The team was highly responsive, and a prototype was ready with in 48 hours. They provided valuable recommendations for future enhancements and worked through all the issues… See more

Elizabeth Johnson
The project management was excellent. Communication was clear, deliverables were met. Hubex has a strong methodology and adhered to it. The project manager always responded overnight to any questions or issues. They were very flexible with… See more

Rick Eaton
HubexTech is able to develop and continually improve the online platform, much to the client's delight. The team strictly adheres to timeframes and feedback, and internal stakeholders are particularly impressed with the vendor's timely… See more

Raj Salhotra
The client is happy with HubexTech’s work, which meets expectations. The team manages the engagement effectively. They keep the project organized and swiftly recruit skilled resources while still meeting the client’s budget. Moreover, they’re… See more

Anonymous
The client has acquired over 2,500 users within a year of the solutions’ launch, and they receive booking requests from more than 1,000 users per month. A responsive and proactive partner, HubexTech stays in constant contact and provides… See more

Usama Ashraf
HubexTech team is prompt, responsive, reliable, and most importantly all are exceptional communicators. They routinely asked the right questions in order to ensure that the code to be developed was well thought out, and responsive to our users… See more

Shiroy Aspandiar
Team HubexTech were great to work with for many months, they were very on-time with all the milestones and amazing quality of work. They went above and beyond my expectations for such a long project. Definitely will be working with them… See more

Buck Palmer
Very professionally communicated, delivered, and successfully closed our project together. I'd hire them any chance I get, they helped salvage our product and transform it into a completely built out web platform for our company. Very knowledgeable… See more

Usman Ahmad
HubexTech delivered a fully functional app that met the client's expectations. The team was highly responsive, and a prototype was ready with in 48 hours. They provided valuable recommendations for future enhancements and worked through all the issues… See more

Elizabeth Johnson
The project management was excellent. Communication was clear, deliverables were met. Hubex has a strong methodology and adhered to it. The project manager always responded overnight to any questions or issues. They were very flexible with… See more

Rick Eaton
HubexTech is able to develop and continually improve the online platform, much to the client's delight. The team strictly adheres to timeframes and feedback, and internal stakeholders are particularly impressed with the vendor's timely… See more

Raj Salhotra

Powering the next generation of companies