Case Studies
Some Of Our Successful Usecase
Product Portfolio Management
Our customer has to manage a huge range of products with varying classification and multiple influencers that may scale in millions. Products be a core that spans across business functions with multi stakeholders dependencies. ThoughtMakes has developed a unified data driven model to manage for a close loop end to end application with the capability to easily manage products along with portfolio data insight for time-critical management & decisions.
Sales Propeller
Cost realization is one of the key requirements for a sustainable business model. One of our customers targeted to improve their sales efficiency in comparison to the marketing & sales spending. ThoughtMakes proposed & developed a core engine "Sales Propeller" driving tool for sales like lead scoring, prospects forecast, deal nurturing etc. from various market, products & customers data points with a seamless workflow.
Video Analytics Based Driving Test Validation Leveraging AI
Manual validation of driving tests presents challenges in ensuring the consistency of driving capability assessment. By providing the video feed of the test zone to a computer vision-based deep learning AI pretrained model, the system can detect vehicles (cars/bikes), lanes, and validate driving proficiency based on driving patterns, issuing test results as either PASS or FAILURE along with justifications. This application is equipped to handle maneuvers such as Upgradient, Parallel Parking, English 8, reverse S, and serpentine tests for two-wheelers, leveraging Tensorflow and OpenCV to infer results accurately.
Feedback Scoring & Market Analysis Tool
Market analysis is a critical aspect of both launching new products/services and maintaining/growing existing ones within any organization with variations across different geographical locations. The ThoughtMakes market tool is adept at collecting data
from multiple specified sources and evaluation criteria, encompassing social media. It
conducts contextual analysis, classification, scoring, and summarization using the
RoBERTa - GenAI-based sentiment and aspect analysis model. This bot provides valuable
insights into product/service market alignment, customer expectations, key drivers, and
more as part of intuitive dashboard.
Space & Route Optimisation For Logistics Last Mile Deliveries
ThoughtMakes has translated ideation to product for a logistics space by consolidating, sequencing pickup / deliveries with dynamic route planning for better utilisation of vehicle volumetric space, tonnage and vehicle utilisation leveraging on Internet Of Things.
Smarter Breach Detection & Event Notification System
Intelligent algorithms to detect and handle breach condition in the mission to improve the safety and security of children in school transportation in real-time. Multiple stake holders like parents, commuters, transport operators, drivers are Synchronized on
real-time with predictive analytics capability from data collected from IoT systems and past history on various operational parameters.
Dynamic Pricing Management
For a custom built product offerings company, a tool had been developed with the capability to directly compute pricing with dependencies on multiple data points from various functions in real-time for a quicker sales conversion.
Computer Vision Based Fruit Detection
The Fruit Sorting System swiftly analyzes palm fruit on dual conveyors, producing a specific serial signal for unstripped bunches, crucial for efficiency in processing. Integration of this system's output streamlines collaboration with subsequent sorting processes. Utilizing Tensorflow-Machine learning at Edge computing for detection, it sends data to a server and includes a Python Tkinter desktop app for live decision-making. An IP camera feed identifies and sends data every hour, with a user-friendly desktop app and web interface for remote access, ensuring accessibility anywhere.
Body Measurements & Size Predictors.
For an apparels and accessories offering company, application is build with the capability to give size predictions for various products from the keyed-in body measurements taken by field staff and do production consolidation until raw material sourcing.
Audio Recorder For Speech Scoring
The Audio Recorder device offers a sophisticatedsolution for measuring and enhancing interactive talk in early childhood development. Its cutting-edge technology, including ADPCM encoding and G722.1 encoder, supports MTP protocol, WebUSB, and WebMTP. The optimization of DSPprocessor and firmware flashing via USB MTP contribute to improved performance, while configurable audio settings empower users to tailor the experience. With a focus on both quantity and quality of talk, this transformative tool provides actionable feedback, fostering an environment where meaningful conversations nurture every child's development.
Vessel Monitoring And Control System
Our Vessel Monitoring device ensures constant communication via cellular, Wi-Fi, and satellite networks, providing real-time sensor data and remote control capabilities. It acts as a powerful theft deterrent by tracking intruders and activating outputs based on sensor data. Mandated by insurance companies, the device's data serves as a reliable record for claims. Operating on GSM/LTE, Wi-Fi, and Satellite, it connects to a cloud server, and a web application allows monitoring, maintenance, and control.
Block Chain Integrated Network Router
The Wi-Fi Mesh Crypto Mining Router is a revolutionary solution for cryptocurrency mining. It combines the power of Wi-Fi-6 on the NVIDIA Jetson Nano board with the decentralized and multiplicative earning potential of cryptocurrency mining. The router includes MediaTek Wi-Fi chipset AW-7915NPD and MT7610, Quectel GSM module, SDR, and satellite modules for internet connectivity. It also provides MeshAP support to cover large areas. The system includes hardware design for the carrier board, integration of Wi-Fi chipset drivers, driver integration for GSM, satellite, and SDR, file system customization, secure boot, and PRPlMesh stack. The router also displays the status of the mesh and AP on an RGB LED strip on the SPI interface.
Instrument Cluster And Infotainment System (IVI)
The Comprehensive Vehicle Monitoring and Infotainment System transforms driving by integrating real-time monitoring, alerts, and advanced entertainment. It monitors vehicle data through CAN and Serial interfaces, displaying information on dual screens for Cluster and In-Vehicle Infotainment (IVI). The system, operating on an Embedded Linux/AGL Yocto-based file system, includes features like camera views, audio/video controls, web browser support,and a QT QML-based Instrument Cluster/Dashboard Application. This design optimizes the BSP for efficient startup and pre-loading of QT libraries on the Renesasr-car m2 platform.
Vehicle Tracking & Monitoring System
The Vehicle Tracking and Monitoring System combines live tracking and OBD II connectivity to streamline fleet management and enable proactive vehicle monitoring. It utilizes GPS sensors to transmit data to the AWS cloud via Wi-Fi or GSM, ensuring accurate vehicle tracking and positioning. With the ESP WROOM 32 chip, it supports OBD communication, theft notifications, and GSM connectivity, featuring fast API calls through MongoDB and a user-friendly interface created with AngularJS. This holistic solution enhances security, operational efficiency, and anticipatory vehicle maintenance for businesses and individual users alike.