Real Impact. Proven Results.
Stories of people and companies like yours achieving exceptional outcomes.
At Cogito, our data solutions power real-world breakthroughs. From accelerating AI development to enhancing model performance across industries, these case studies showcase how we help clients solve complex challenges and deliver measurable results.
Most recent
Managing Autonomous Surveillance Robots in Real-World Edge Cases
Challenge
A robotics company was ready to move its Go2W autonomous surveillance robots from pilot testing into live..
Solution
For uninterrupted patrol operations, Cogito Tech delivered a remote monitoring and teleoperation framework..
Outcome
During active shifts, our team attained 98% robot uptime. We resolved more than 85% issues remotely in a matter..
Real-World Data Capture for Household Robotics Training
Challenge
A Japan-based robotics company was building service robots for household chores. The tasks included floor..
Solution
Cogito Tech offered a solution by executing a large-scale, real-world data-capture program across more than 250..
Outcome
More than 1350+ hours of real-world data were captured within 40 days for 250+ household chores.
Driver Monitoring, Compliance & Road Safety at Scale
Challenge
A global leader in fleet management and road safety aims to develop an AI-powered driver monitoring system to track..
Solution
Cogito Tech offered a solution by combining its proven expertise in image, video, and IoT sensor annotation with a..
Outcome
Through its multi-year collaboration with global fleet leader, Cogito Tech has strengthened driver monitoring and..
Building FDA-Ready Dental AI Models
Challenge
The client set out to develop an FDA-ready, AI-enabled dental diagnostic model capable of detecting early dental..
Solution
Cogito Tech deployed a team of dental imaging specialists to deliver precise CBCT annotations at scale. We accurately..
Outcome
Our CBCT scan annotations boosted the model’s precision by 52% in early caries detection, accelerated fracture and bone..
AI-enabled Patient Monitoring and Care with Human-in-the-Loop Services
Challenge
A pioneering healthtech company set out to build an in-home, 24/7 virtual care agent powered by audio and video AI to address..
Solution
Cogito Tech deployed a team of trained healthcare data specialists to validate alerts in real-time and reduce false..
Outcome
Our video and audio patient monitoring solutions ensured round-the-clock monitoring, reducing false alarms, accelerating..
Turning Images into Insight
Challenge
The client’s spinal MRI model was trained on generic, inconsistent labels (often 2D vertebra-only masks). It failed to..
Solution
We deployed a specialist-driven annotation program: radiology-trained annotators under spine-specialist supervision..
Outcome
Segmentation performance improved from 68% → 91% with robust generalization across MRI centers, scanners, and..
How Cogito Tech Enabled Fragrance Recognition Through Expert-Labeled Olfactory Data
Challenge
A global leader in the fragrance and sensory AI space approached Cogito Tech with a unique challenge. They wanted to..
Solution
Our team implemented a structured multi-dimensional olfactory evaluation framework involving intensity & pleasantness..
Outcome
We successfully completed over 200,000 hours of odor configuration and annotation, following rigorous protocols..
How Cogito Scaled 16.5K+ Reality Capture Walkthroughs with 95% Accuracy
Challenge
A leading reality capture company was looking for a partner who can meet their need to align 360 video walkthroughs paths..
Solution
Cogito Tech proposed a well-qualified Team of Civil & Architect professionals with an ability to interpret construction..
Outcome
Cogito Tech achieved highest level of production within TAT timelines & with A Grade (100%) quality in 95% of processed..
Building a 3D Spine Model from 2D Ultrasound
Challenge
The client was developing an AI solution for spinal ultrasound (USG) imaging to assist in clinical procedures.
Solution
Cogito Tech’s annotation experts collaborated closely with a certified radiologist to identify key bony landmarks..
Outcome
We delivered high-quality, clinically verified annotations that enabled the client to provide the world’s first..
Validating AI for Drug-Induced Liver Injury (DILI)
Challenge
A leading predictive biotechnology research company developing AI-powered models for drug toxicity sought to evaluate whether..
Solution
The organization turned to Cogito Tech to resolve annotation inconsistencies. Our team introduced an iterative annotation..
Outcome
With each completed batch, the model’s performance improved steadily. The outcome of silico DILI predictions now matches..
Advancing Multimodal AI: Strengthening STEM Capabilities with Complex Prompts
Challenge
A leading multimodal AI platform struggled with complex STEM prompts, limiting its processing and reasoning ability to interpret diverse..
Solution
Cogito Tech proposed optimizing STEM performance with expert-driven prompt engineering and data input. We rewrote..
Outcome
As a result, the AI model achieved higher STEM accuracy, delivering improved responses in Physics, Chemistry, Math, and Biology..
Supported Agritech Harvesting by Powering Robots with Precise Training Datasets
Challenge
A leading agritech company aimed to develop an advanced robotic system equipped with computer vision to precisely..
Solution
Cogito Tech offered precise training datasets featuring fruits and vegetables at multiple ripening stages under different lighting..
Outcome
The agritech harvester attained accuracy in distinguishing between ripe/unripe/rotten fruit or vegetable, resulting in 3x faster harvesting..
Medical
Healthcare Data Preparation and De-Identification
In this case study, we will explore the process of performing Extract, Transform, Load (ETL) operations..
Identifying Lesions in Lymphoma Patients
A healthcare company specializing in cancer treatment and diagnosis is working on a project..
Radiographic Assessment of Lung Edema in Chest X-rays
In the medical field, chest X-rays are a common modality used for diagnosing and monitoring..
Streamlining Medical Record Analysis through Manual NER Data Labeling for a Fortune 100 Client
A Fortune 100 enterprise in the healthcare sector tasked Cogito Tech with an ambitious project of manually..
Supporting Medical Diagnostics
The medical sector has progressed over the period of the last 10 years, making notable strides in patient care and..
Retail
Helping Retail Transforming to Automated Convenience Stores
It has taken years for the retail industry to undergo a digital transformation. AI-enabled advanced..
Experience AI-Fashion Industry
What separates fashion from the rest of the industries is the aspect to serve billions of customers with personalized..
Aquafarming
AI enables Aquafarming Industry
One of the key drivers in the world economy, the Aquaculture industry has undergone major changes in response to..
Waste Management
AI in Waste Management Sector
The environmental sector is diverse and requires hands-on initiatives for the protection of the environment..
Hospitality
AI-empowered Hospitality
In the most customer-focused industries, hospitality serves billions of travelers and adventure-seekers in innovative..