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Advanced AI & ML Development Services

Azati provides AI and Machine Learning development services, including deep learning, predictive analytics, natural language processing (NLP), computer vision, and AI-powered search. Our intelligent AI/ML solutions help businesses automate workflows, enhance efficiency, and make data-driven decisions for sustainable growth.

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30-55%

cost reduction in manual processes

50-80%

reduction in human errors

3-7×

faster decision-making

Focusing on Innovative AI Solutions

Custom ML Models
We design custom Machine Learning models from AI-powered computer vision and NLP to semantic search. Our AI/ML solutions help businesses optimize operations, automate workflows, and make data-driven decisions with scalable performance.
Predictive Analytics
Our predictive analytics software uses AI and ML to transform historical and real-time data into accurate forecasts and insights. These AI-driven predictions improve planning, efficiency, and business growth across industries.
Computer Vision
Azati’s computer vision development services deliver object detection, facial recognition, and quality control solutions. We turn images and videos into actionable insights, enabling accuracy and automation in manufacturing, retail, and logistics.
NLP Solutions
We create natural language processing (NLP) applications from AI chatbots and sentiment analysis to text-mining tools. Our NLP solutions enhance customer experience, automate communication, and accelerate decisions.
Document Digitization
Our AI document digitization services convert paper archives and scanned files into structured, searchable data. This intelligent automation boosts data accuracy, retrieval speed, and workflow efficiency.
AI-powered Search
We build AI-powered semantic search solutions that deliver precise, context-aware results in real time. Our enterprise search systems enhance knowledge management and data accessibility across organizations.
Intelligent Chatbots
Azati develops AI chatbots and conversational AI platforms that automate support and streamline service workflows. These intelligent assistants improve response times, user engagement, and customer satisfaction.
AI Consulting
Our AI consulting services help companies adopt artificial intelligence, identify impactful use cases, and scale AI solutions efficiently. As an AI & ML development company, we drive innovation, efficiency, and ROI growth.

ML Model Development

Data Analysis & Preparation
Our AI engineers perform in-depth data analysis to select the best data preparation and feature engineering methods for machine learning and predictive analytics. This ensures high-quality, structured data that drives accurate AI model performance.
Model Training & Validation
We train and validate AI models using advanced machine learning algorithms to achieve maximum accuracy, stability, and efficiency. Our AI development process includes continuous testing to deliver reliable predictive results.
Fine-Tuning & Optimization
Our data scientists fine-tune and optimize machine learning models through iterative training and analysis. This continuous AI optimization improves model accuracy, speed, and overall predictive performance.
Deployment & Integration
Azati delivers seamless AI deployment and integration across web, desktop, and mobile applications. Our AI software development team ensures smooth real-time integration with existing enterprise systems for fully automated workflows.

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Representative Case Studies

Explore our successful projects and see how we deliver measurable results for our clients.

Oil & Gas Meters Processing with Artificial Intelligence and Computer Vision
Petroleum

Oil & Gas Meters Processing with Artificial Intelligence and Computer Vision

98% barcode/label processing accuracy
4x faster data-ingestion throughput
70% reduction in manual correction workload
  • Computer Vision
  • Neural Networks
  • TensorFlow
  • Tesseract OCR

⚡ Pain Points We Tackled

The client, a Canadian Oil & Gas service company, needed to automate reading data from production meters: graphs, printed stickers/barcodes, and handwritten operator notes for extracted oil & gas resources. The existing process was manual, error-prone, and inconsistent across equipment types.

Our Approach

Azati’s ML and computer-vision team developed a pipeline to ‘unfold’ circular meter prints into rectangular images, detect and separate multiple colored curves, identify printed stickers/barcodes, and apply handwriting recognition for operator notes. We trained neural networks to handle diverse equipment formats and data quality, integrated services in cloud infrastructure, and iterated rapidly on pilot prototypes.

Applied Methods and Practices

  • Round Disk Image Transformation: Unwrapped circular graphs into rectangular format to enable coordinate-based curve detection.
  • Color-Based Curve Segmentation: Highlighted multiple overlapping curves on graphs, overcoming background interference for accurate reading.
  • Neural-Network Format Classification: Routed input data from diverse partner equipment to the appropriate processing pipeline.
  • Handwriting Recognition: Detected and interpreted handwritten dates and numbers using bounding-box region search and trained OCR/Tesseract networks.
  • Agile Iterative Development: Pilot prototyping followed by iterative integration and deployment to the client’s cloud environment.

Solution Features

  • Automated Meter Data Processing: Ingests scanned meter outputs and returns structured digital data (curve values, printed labels, handwritten notes).
  • Cloud-Based Deployment: Client infrastructure and deployed in the cloud for scalability and partner equipment diversity.
  • High-Accuracy Modules: Barcode and sticker processing (90% accuracy), curve reading (>80% accuracy), handwritten note recognition (30–70+% depending on input quality).
  • Customizable Neural Network Processing: Adaptable to various data formats and partner-specific equipment configurations.
Read Full Case Study
AI Calorie Calculator and Food Recognition
Life Sciences

AI Calorie Calculator and Food Recognition

94% food-item recognition accuracy
6x faster meal logging compared to manual entry
48% increase in daily active users of the prototype app
  • Computer Vision
  • Python
  • OpenCV
  • Caffe

⚡ Pain Points We Tackled

The client aimed to build a food-tracking application that would remove the need for manual calorie entry. The existing solutions required users to type in meal details or pick from limited databases, which was time-consuming, error-prone, and had low engagement. The goal was to develop a system that uses image analysis and computer vision to recognize complex dishes, estimate calories, and provide near-instant feedback.

Our Approach

Azati’s data science team performed market research and analyzed existing food-recognition tools to identify shortcomings. Then assembled a dataset of varied dish images (multiple ingredients, cooking methods, lighting conditions) to train a custom deep-learning model. We designed templates and mapping for food components (garnish, meat, sauce, etc.) to improve granularity. The pipeline handled photo capture, food component segmentation, calorie estimation, and visual breakdown of meals.

Applied Methods and Practices

  • Image Dataset Collection & Annotation: Gathered diverse images covering many food types, cooking methods, and presentation styles for accurate model training.
  • Deep Learning Model for Food Recognition: Used OpenCV, Caffe, and Python to automatically detect food components and estimate calorie content.
  • Template-Based Segmentation: Created templates for each food component group to map dish parts to their nutritional equivalents accurately.
  • Iterative Model Refinement: Retrained the model multiple times to handle variability in lighting, angles, plate sizes, and complex multi-ingredient dishes.

Solution Features

  • AI-Based Food Recognition: Automatically detects components of dishes from user-submitted images and recognizes individual food items.
  • Real-Time Calorie Estimation: Immediately computes the calorie content of each recognized component and shows a visual breakdown of the meal.
  • User-Friendly Interface: Users take a photo of their meal, see recognized items framed, get calories for each item, and the dish as a whole.
  • Support for Complex Dishes: Handles multi-ingredient dishes with minimal manual correction needed.
Read Full Case Study
Automated Pallet Counting with Computer Vision
Retail

Automated Pallet Counting with Computer Vision

97% accuracy in pallet detection
5x faster counting throughput vs manual process
65% reduction in human labor hours for inventory audits
  • PyTorch
  • Computer Vision
  • YOLO
  • DeepSORT

⚡ Pain Points We Tackled

The client, a warehouse operator with limited network connectivity, needed to automate the counting of around 200-300 pallets daily in a low-connectivity environment. Manual counting was slow, error-prone, and lacked real-time insights.

Our Approach

Azati’s ML/Computer Vision team developed an edge-device solution that runs entirely offline using an embedded system (e.g., NVIDIA Jetson). They trained object-detection and tracking models to reliably detect pallets in complex, cluttered stacking conditions, and optimized the pipeline for real-time performance without internet connectivity.

Applied Methods and Practices

  • Edge deployment: Configured the ML model to run on GPU-accelerated hardware locally, ensuring offline operation without internet dependency.
  • Object detection + tracking: Used YOLO (Ultralytics) for detection and DeepSORT for tracking pallets through video frames, even in overlapping / complex visuals.
  • Iterative Model Training: Collected daily images from client cameras and iteratively trained/validated the model for warehouse-specific conditions (lighting, stacking, camera angles).

Solution Features

  • Offline Vision-Based Counting: Fully autonomous pallet counting running on an edge device, no internet required.
  • High-Accuracy Detection: Achieves ≥97% accuracy in detecting and counting pallets in real-time.
  • Real-Time Object Tracking: Tracks pallets through overlapping stacks and shifting configurations using DeepSORT.
Read Full Case Study

Techstack We Provide

OpenAI
OpenAI
ChatGPT
ChatGPT
Google T5
Google T5
BERT
BERT
RoBERTa
RoBERTa
Tesseract
Tesseract
SciKit-Learn
SciKit-Learn
Lasagne
Lasagne
Tensorflow
Tensorflow
Keras
Keras
NLTK
NLTK
Gensim
Gensim
PyTorch
PyTorch
Nvidia Cuda
Nvidia Cuda
AWS Sagemaker
AWS Sagemaker
Azure AI
Azure AI

Explore LLM Development

Discover our LLM Development Services to see how we use these technologies to build secure, high-performing large language models for enterprises.

Build your custom LLM
LLM Development Services

Meet Our Team

AI/ML Team Lead
At Azati, we use advanced AI and machine learning not just to follow trends, but to transform raw data into actionable insights and smart solutions that drive real business value. Each project is an opportunity for our expert team to apply deep technical knowledge, from building predictive models to automating processes. It’s this blend of passion, unique expertise, and precision that helps our clients solve complex problems and achieve lasting success.
Yuri V.
AI/ML Team Lead

Results-Driven Projects

AI-Powered Patent & Sequence Intelligence Platform
Project details
Life Sciences

AI-Powered Patent & Sequence Intelligence Platform

AI-driven platform that transforms unstructured patent and sequence data into actionable insights using advanced AI modules for enrichment, annotation, and semantic search.
Automated Pallet Counting with Computer Vision
Project details
Retail

Automated Pallet Counting with Computer Vision

Azati developed an offline computer vision system for automated pallet counting using an edge device, replacing manual work with accurate, efficient object detection—no internet required.
Automated Steak Marbling Grading Solution
Project details
Agriculture

Automated Steak Marbling Grading Solution

Azati developed a mobile application powered by a CNN model to assess steak marbling levels based on photos, ensuring objective quality grading and faster selection processes.
A Secure LLM for Enhanced Information Sharing
Project details
E-learning

A Secure LLM for Enhanced Information Sharing

Azati successfully developed a secure, locally hosted alternative to ChatGPT to improve corporate communication while maintaining strict confidentiality of organizational data.
Automating Candidate Selection to Cut Hiring Time
Project details
Human Resources

Automating Candidate Selection to Cut Hiring Time

Azati’s microservice, powered by Large Language Models (LLMs), streamlines candidate selection, reducing hiring time and enhancing match accuracy with advanced semantic search and customizable filters.
Voice-Command-Based Restaurant Operations Management
Project details
Hospitality

Voice-Command-Based Restaurant Operations Management

Azati’s team developed a voice-command-based system that automates routine workflows in restaurants, ensuring efficient management through seamless task processing and speech recognition.
Recommendation system for banking industry
Project details
Finance

Recommendation system for banking industry

Azati helped a well-known banking company develop an automated system able to calculate and analyze financial metrics to build recommendations for an employee on how to improve their efficiency.
Oil & Gas Meters Processing with Artificial Intelligence and Computer Vision
Project details
Petroleum

Oil & Gas Meters Processing with Artificial Intelligence and Computer Vision

Azati developed an AI-powered service for a Canadian oil & gas customer to automate the reading and processing of data from meters that measure produced oil & gas resources. The service used machine learning and computer vision technologies to extract valuable information from scanned graphs, barcodes, and handwritten notes.
AI Calorie Calculator and Food Recognition
Project details
Life Sciences

AI Calorie Calculator and Food Recognition

Azati’s data scientists successfully developed a prototype for a calorie-counting application that uses AI to estimate the calorie content of complex dishes through image analysis. This solution can be applied in industries like agriculture, catering, sports, or for everyday life, making calorie tracking faster and more accurate.
NLP Solution For Pharmaceutical Marketing
Project details
Life Sciences

NLP Solution For Pharmaceutical Marketing

Azati developed a unique AI and Computer Vision-based solution to help pharmaceutical companies generate assessment reports based on insights from medical practitioners. The solution automates the process of analyzing questionnaires and provides valuable data for enhancing pharmaceutical marketing strategies.
Cloud System for Document Digitization
Project details
Petroleum

Cloud System for Document Digitization

Azati, in collaboration with DIGATEX, developed a custom AI-powered document digitization system for complex engineering documents. The solution helps process, extract, and collate data from technical documents such as pipeline layouts, industrial plans, and maps.
Stock Market Trend Discovery with Machine Learning
Project details
Finance

Stock Market Trend Discovery with Machine Learning

Azati Labs developed an AI-powered prototype that identifies stock market trends. The prototype leverages machine learning and sentiment analysis to evaluate how news articles impact stock price movements.
Semantic Search Engine for Bioinformatics Company
Project details
Life Sciences

Semantic Search Engine for Bioinformatics Company

Azati developed a machine learning-powered semantic search engine to improve the accuracy and speed of searches within vast and complex scientific datasets, specifically for a bioinformatics company.
Image Modeling Application
Project details
Entertainment

Image Modeling Application

Azati developed a mobile and web application for an interior design agency that allows users to instantly change room wallpapers on photos taken with their smartphones. The application leverages AI and computer vision to perform semantic segmentation and realistic visualization of wallpaper replacements.
View all case studies

Why Choose Us for AI Development

Data-Driven Decision-Making

Azati's AI solutions help companies make data-driven decisions, delivering actionable insights, predictive analytics, and intelligent recommendations that reduce uncertainty and optimize business outcomes.

End-to-End AI Expertise

Azati provides full-cycle AI development, from data analysis and machine learning model training to seamless AI deployment and system integration, with expert guidance at every stage. Our AI and ML development services cover strategy, development, deployment, and ongoing optimization.

Personalized User Experience

Our AI-powered solutions enable businesses to deliver hyper-targeted customer interactions, personalized recommendations, and automated support, enhancing engagement and overall user satisfaction.

Clients Feedback

Our clients report substantial improvements in automation and innovation after adopting our AI-powered solutions, including deep learning, natural language processing (NLP), and computer vision, which elevate the competitiveness of their products.
Explore this review
Clutch 5 rating
"They also expertly guided us throughout the process, ensuring our needs were fulfilled."
Anonymous
Partnership Director
Explore this review
Clutch 5 rating
"The app has never crashed, which is a testament to the quality of the code they put into this."
Enrique Franklin
Co-founder
Explore this review
Clutch 5 rating
"They really know their craft."
Tom Caltagirone
Owner
Read all reviews

Other IT Services

Custom Software Development
Data Science Services
DevOps
Quality Assurance
UX/UI Design

FAQ

At Azati, advanced AI means building intelligent systems that go beyond standard machine learning. Unlike traditional models that rely on static data and simple predictions, advanced artificial intelligence uses deep learning, neural networks, and generative algorithms to solve complex, real time business challenges. Our artificial intelligence solutions adapt, learn continuously, and deliver results that transform operations through smart automation and intelligent decision-making.

Machine learning helps businesses automate processes, predict trends, and make faster, data-driven decisions. At Azati, we design custom ML models through our AI and ML development services that optimize workflows, reduce operational costs, and improve customer targeting. By integrating AI-powered automation into your systems, we enable scalable growth and real time analytics that directly impact revenue and business performance with cost effective implementations.

Azati develops computer vision solutions that automate tasks like object detection, visual inspection, facial recognition, and inventory tracking. Our AI-powered visual systems and computer vision development services are used in manufacturing, logistics, retail, and energy to reduce manual errors and increase speed. Using deep learning and neural networks, we help businesses turn images and video data into actionable insights through our specialized computer vision services and vision services.

Natural Language Processing (NLP) enables machines to comprehend and produce human language. At Azati, we use NLP to create intelligent chatbots, automate text analysis, and improve customer communication while supporting contact center operations. Our scalable NLP solutions extract insights from unstructured data, streamline document processing, and power AI tools that enhance support and engagement across digital platforms. These AI applications reduce load on support teams and human agents while improving response times and customer satisfaction.

Azati provides full-cycle machine learning development from data analysis and model training to deployment and integration. We use tools like TensorFlow, PyTorch, and AWS SageMaker to build accurate, production-ready models. Each ML solution is tailored to your business goals, ensuring seamless integration with existing software and infrastructure. Our AI/ML development services follow proven methodologies that deliver real world results.

Azati is a trusted AI partner and AI & ML development services company with deep expertise in artificial intelligence, machine learning, computer vision, and NLP. We build custom AI/ML solutions that are scalable, secure, and results-driven. With proven experience across industries and a strong focus on real world business value, Azati delivers advanced AI technologies through cost effective outsourcing services that help companies innovate and grow. Our dedicated support teams ensure successful implementation of your AI services and AI software development projects.

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