Accelerating Business Value with Custom Machine Learning Engineering & Consulting

As trusted partners of leading cloud platforms including Azure, AWS, Oracle Cloud, and Google Cloud, we support organizations—from agile startups to global enterprises—in turning machine learning into a strategic advantage.

Our cloud-native delivery approach enables rapid deployment of secure, scalable, and production-ready ML solutions built for long-term performance. Beyond development, our ML consulting services help businesses identify high-impact use cases, define AI roadmaps, and ensure technology investments deliver measurable outcomes.

Whether improving operational efficiency, enabling predictive insights, or strengthening fraud prevention, CQLsys combines deep AI expertise with industry knowledge to deliver deployable, results-driven ML solutions aligned with business goals.

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    30+

    Markets Worldwide

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    100+

    AI & Software Professionals

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    1000+

    Trusted Clients

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    15+

    Successfully Delivered ML Solutions

Enabling Business Transformation Through Applied Machine Learning

Successful machine learning initiatives require the right expertise. At CQLsys, we provide access to experienced, domain-aligned AI professionals who have delivered mission-critical solutions across diverse industries.

Engage AI Engineers
Core Capabilities

Generative AI, NLP, large language models (GPT-4, Claude), prompt engineering, retrieval-augmented generation (RAG)

Business Applications

AI copilots, chatbots, document automation, intelligent search solutions

Engage Machine Learning Engineers
Core Capabilities

Predictive analytics, computer vision, time-series modeling, end-to-end MLOps

Business Applications

Demand forecasting, personalization, quality inspection, risk and anomaly scoring

Engage Data Scientists
Core Capabilities

Data preparation, statistical modeling, feature engineering, model evaluation

Business Applications

Churn prediction, customer segmentation, A/B testing, business insights

Our Custom Machine Learning Development Services
We design and deliver tailor-made machine learning solutions aligned with your business objectives.

Computer Vision

Enables systems to analyze images and videos for detection, inspection, and real-time insights, improving automation and operational accuracy.

Natural Language Processing (NLP)

Empowers machines to understand and generate language for chatbots, document intelligence, sentiment analysis, and intelligent search.

Neural Network Development

Builds deep learning models for complex pattern recognition, prediction, and enterprise-scale AI applications.

Machine Learning Engineering

Designs, deploys, and scales ML models in production while ensuring reliability, performance, and seamless system integration.

Predictive Analytics

Forecasts trends and outcomes using historical and real-time data to support proactive, data-driven decision-making.

Machine Learning SaaS Solutions

Delivers scalable, cloud-native ML-powered platforms that embed AI capabilities into subscription-based products.

MLOps & Model Operations

Manages model deployment, monitoring, retraining, and lifecycle governance for sustained performance.

Deep Learning Solutions

Uses advanced neural networks to solve complex problems involving images, speech, text, and large-scale data.

Machine Learning Application Development

Integrates ML models into web, mobile, and enterprise applications to deliver intelligent, user-ready solutions.

Our Clients

More Then 150+ Brands

Not Sure Where to Start with AI?

We'll help you find the right use case, build a PoC, and scale it into production with measurable ROI.

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Driving the Future of Machine Learning Application Development
We integrate advanced AI technologies to accelerate innovation, efficiency, and intelligent automation.
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Enable real-time, consistent, AI-driven decision-making

Forecast outcomes and support strategic planning

Eliminate repetitive tasks and reduce operational costs

Scalable, secure, and high-availability ML deployments

Transform massive datasets into actionable intelligence
Type of Genrative AI Models We Specilize in
As a leading AI development company, we make AI practical. Our custom AI development services help you build intelligent systems that fit your goals, integrate with your stack, and deliver real business impact.

AI Consulting Services

Not every idea is ready for full-scale AI implementation, and that’s okay. Our AI consulting and PoC services help you explore, validate, and de-risk your AI initiatives before making major investments.

  • AI Readiness Audits
  • Discovery & Ideation Workshops
  • Rapid PoC Development
  • Cost-Benefit & ROI Analysis
  • Scalable AI Roadmaps
  • Executive Dashboards & Reporting

Custom AI & ML Development

We build AI and machine learning solutions from the ground up. The purpose of our AI app development company is to develop solutions tailored to your data, your use case, and your industry. We manage the full lifecycle of AI model development.

  • Predictive analytics
  • Recommendation systems
  • Dynamic pricing models
  • Forecasting tools
  • Fraud detection
  • Image and text classification

Generative AI Development

As a leading name in the top generative AI development company list, we build GenAI-powered systems that think, write, talk, and create using the world’s most advanced language models. From chatbots to content creators, our tools are fine-tuned to deliver value fast.

  • LLM Integration
  • Custom Fine-Tuning
  • Generative AI Copilots
  • Knowledge Embedding & Retrieval (RAG)
  • Enterprise-grade security
  • Real-time, context-aware responses

Conversational AI Development Services

Get smart assistants for sales, support, onboarding, and internal operations. Our AI chatbot development company designs multilingual chatbots, voice bots, and AI agents for customer service and engagement.

  • Custom Chatbots & Voicebots
  • RAG-Based Bots
  • Data-Interactive Chatbots
  • Omnichannel Availability
  • CRM & ERP Integration
  • Multilingual Voice & Text Bots

AI App Development

Known for the #1 AI app development company in India, we integrate smart features to your web and mobile apps, so they work better and faster. Your apps will anticipate user needs, deliver lightning-fast responses, and keep people engaged.

  • Voice, Vision & NLP Features
  • Custom AI API Integration
  • Real-Time Intelligence & Prediction
  • Cross-Platform Compatibility
  • AI-Driven Personalization
  • Mobile & Edge Optimization

LLM Fine-Tuning & Customization

As an enterprise AI software development company, we help businesses train, fine-tune, and host LLMs like GPT, Claude, or LLaMA to their specific industry, data, and use cases. Plus, we ensure more relevant, secure, and high-performing AI experiences.

  • Private LLM Fine-Tuning
  • Retrieval-Augmented Generation
  • Generative AI Tasks
  • Web Scraping for Real-Time Context
  • Custom Guardrails & Filters
  • Secure Hosting & Latency Optimization

Image-Based AI Solutions

We develop AI tools that understand, generate, and transform images with precision. From visual content creation to intelligent editing, custom solutions by our AI development company support a wide range of business needs.

  • Image-to-Text Summarizers
  • Text-to-Image Generation
  • AI Face Swapping
  • AI Image Upscaling
  • AI Outpainting & Background Fill
  • AI-Powered Image Editing

AI Product Development

AI is the foundation of modern software products. Being the best AI product development company in India, our team plan, prototype, and launch AI-first platforms that are impactful, and built for scale. From strategy to deployment, we partner with you at every step.

  • AI Strategy + Design + Engineering
  • Rapid Prototyping and Usability Testing
  • Modular Architecture
  • Built-in Analytics
  • Seamless Integration
  • Multi-cloud Support

AIOps Services

We help enterprises bring intelligence to their IT and DevOps operations. Our team uses machine learning to detect anomalies, prevent outages, and accelerate root cause analysis. Our AIOps solutions add intelligence across observability and incident response pipelines.

  • Log & Metrics Analysis
  • AI/ML Workload & Infra Optimization
  • Predictive Alerting
  • Cloud & Hybrid Environment Support
  • Automated Remediation

Machine Learning Consulting: Turning Data into Strategic Value

Our ML consultants help businesses maximize data value through intelligent automation and advanced analytics.

Customer value prediction

Automated data entry

Predictive maintenance

Financial analysis

Cybersecurity enhancement

Customer experience optimization

Our Artificial Intelligence Tech Stack by Domain Expertise
We use proven tools and frameworks across every layer of the AI lifecycle that are tailored to the solution we’re building.

OpenAIOpenAI (GPT-4)
OpenAIOpenAI (GPT-4)
OpenAIOpenAI (GPT-4)
OpenAIOpenAI (GPT-4)
OpenAIOpenAI (GPT-4)

YOLOv8
OpenCV
Tesseract
MediaPipe
TensorRT

MLflow
Kubeflow
Weights & Biases
Evidently AI

OAuth 2.0 + JWT
GDPR + HIPAA
BM AI Fairness 360
Lake Formation
SHAP

LangGraph
AutoGen
CrewAI
OpenAI Function Calling
Pinecone

Hugging Face Transformers
Haystack
Gemini API
OpenAI GPT API
LlamaIndex

Scikit-learn
XGBoostXGBoost
Darts
Tableau / Power BI
Apache Spark MLlib

Pinecone
FAISS
LangChain
LlamaIndex
OpenAI Embeddings API

Our Machine Learning Implementation Showcase

  • Stratеgy

    Cloud Architecture for Connected Mobility

    Designs secure, high-performance cloud ecosystems that handle live vehicle data, support over-the-air enhancements, enable advanced analytics, and power next-generation connected mobility solutions.

  • Dеsigning

    AI-Powered Sentiment Intelligence for Fashion Brands

    Applies artificial intelligence to customer feedback and social conversations to uncover sentiment patterns, refine product decisions, strengthen marketing strategies, and elevate overall brand perception.

  • Dеvеlopmеnt

    Automated Data Intelligence Using NLP

    Leverages natural language processing to analyze unstructured content, surface meaningful insights, and enable faster, more informed business decisions across large data volumes.

End-to-End Machine Learning Execution Model

We follow a structured ML delivery approach to ensure consistent, high-quality outcomes.

Man

Strategic Discovery

Identify business priorities, define success benchmarks, and ensure machine learning initiatives directly support organizational goals and measurable outcomes.

Data Foundation Planning

Establish reliable data sources, processing pipelines, governance policies, and quality controls to enable scalable and effective machine learning solutions.

Intelligent Model Architecture

Design and structure machine learning models tailored to business scenarios, data behavior, and required performance benchmarks.

Validation & Performance Assurance

Test and evaluate models for accuracy, stability, and reliability using comprehensive benchmarking and quality assessment techniques.

Industries We Serve
We partner with organizations across diverse industries to deliver machine learning development and consulting services tailored to sector-specific challenges. By combining domain expertise with advanced AI capabilities, we help businesses improve efficiency, reduce risk, and unlock data-driven growth.

We build ML solutions for fraud detection, risk scoring, compliance automation, and personalized financial products that operate securely at scale.

Our AI-driven systems enable dynamic pricing, demand forecasting, customer personalization, and smarter operational planning across digital travel platforms.

We support connected vehicles, predictive maintenance, quality inspection, and intelligent manufacturing using real-time data and machine learning.

We help education platforms personalize learning journeys, automate assessments, and improve learner engagement through predictive analytics.

Our ML models optimize routing, inventory management, demand forecasting, and end-to-end supply chain visibility.

We enable personalization, demand prediction, pricing optimization, and inventory intelligence to enhance customer experience and revenue growth.
Retail

Why Choose CQLsys as Your Machine Learning Partner?

01

Custom Integration

Seamlessly integrate machine learning solutions with systems, workflows, and platforms without disrupting operations.

02

Deep AI, ML, and Cloud Expertise

Leverage deep expertise across AI, machine learning, and cloud technologies for scalable solutions.

03

End-to-End Transparency

Maintain complete visibility through clear communication, defined milestones, and measurable outcomes throughout projects.

04

Certified Professionals

Work with certified specialists following industry standards, best practices, and proven delivery frameworks.

05

Cost-Effective Solutions

Deliver high-quality machine learning solutions optimized for performance, scalability, and budget efficiency goals.

06

Latest Technologies and Frameworks

Utilize modern technologies and frameworks to build future-ready, competitive machine learning solutions globally.

Frequently Asked Question

We provide end-to-end ML consulting, custom model development, data engineering, MLOps, integration, and ongoing optimization services.

We analyze business goals, data availability, and operational challenges to prioritize high-impact, ROI-driven machine learning opportunities.

We do both—custom models for differentiation and pre-trained or foundation models when speed and cost efficiency are priorities.

We serve FinTech, healthcare, retail, logistics, automotive, travel, EdTech, and other data-driven industries globally.

How long does a machine learning project typically take?

Timelines vary by complexity, but most projects deliver initial results within 6–12 weeks, with continuous optimization afterward

We help clean, enrich, and structure data, or design strategies using augmentation, transfer learning, or alternative data sources.

We apply MLOps best practices, including monitoring, retraining, version control, and performance tracking in live environments.

Yes, all solutions are built with enterprise-grade security, cloud scalability, compliance, and performance standards.

Absolutely. We seamlessly integrate ML models with your current applications, platforms, APIs, and enterprise workflows.

Success is measured using defined KPIs such as accuracy, cost reduction, efficiency gains, revenue impact, and overall business outcomes.

See how custom AI can solve your real-world problems.