AI & Machine Learning · Kolkata & Haldia
AI & Machine Learning Development Company in Kolkata
Predictive models, computer vision and NLP built around your business data, scoped with clear metrics and taken from pilot to production by our team in Kolkata.
- Free consultation
- Fixed, itemised quote
- Local team you can meet
Overview
AI & Machine Learning that delivers real business results
Many businesses in Kolkata and across West Bengal already sit on useful data: sales history, attendance logs, invoices, support tickets and images. The problem is turning it into decisions. AI projects often stall because they start with a tool instead of a business question, run on messy data, or never leave a notebook. The result is a demo that impresses once and then quietly gets abandoned.
We start with a short discovery to define the outcome you care about, such as better demand forecasts, fewer manual checks or earlier churn warnings. We then assess your data, build a simple baseline, and measure every model against it using agreed metrics. Once a model proves its value, we package it as an API, scheduled job or dashboard feature, with logging and versioning so it can be monitored and improved over time.
HSR Hi-Tech Solutions is an MSME registered IT company with offices in Sector V, Kolkata and Haldia, serving clients across India. We build real software, including HSR SmartAttend, our face recognition attendance system, so we understand what it takes to run AI in production. We are honest about limitations: models make mistakes, and we design human review and fallbacks where errors matter.
Why choose HSR
Benefits of our ai & machine learning services
Outcome-first scoping
Success metrics and failure modes are agreed before any model code is written.
Measured against a baseline
Every model is compared with a simple baseline so you can see the real improvement.
Explainable outputs
Interpretable models and feature explanations help your team trust and debug predictions.
Fits your systems
Predictions delivered via APIs, databases or dashboards your team already uses.
Privacy aware
Personal data handling, access control and consent are planned from the first week.
Built to be maintained
Versioned models, logging and drift checks so performance can be tracked after launch.
What we offer
Our ai & machine learning services
Pick a single service or combine them into one end-to-end engagement.
Predictive Analytics
Demand forecasting, churn prediction, lead scoring and sales projections from your historical data.
Computer Vision
Face recognition, object detection, image classification and visual quality inspection using OpenCV and deep learning.
Natural Language Processing
Text classification, sentiment analysis, entity extraction and document triage on business text.
Anomaly & Fraud Detection
Flag unusual transactions, sensor readings or usage patterns early so your team can review them.
Recommendation Systems
Product, content and course recommendations that personalise apps and e-commerce stores.
Data Pipelines & Feature Engineering
Collect, clean and prepare data so models train on reliable, well-structured inputs.
Learn moreModel Deployment & MLOps
REST APIs, batch jobs, model versioning and monitoring on your servers or cloud.
Learn moreAI Features in Apps
Add ML features such as image recognition or smart search to your web and mobile applications.
Learn moreHow we work
Our ai & machine learning process
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01
Discovery & Use-Case Fit
We define the business question, success metrics and constraints, and check if ML is the right tool.
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02
Data Assessment
We review data quality, volume and labelling needs, and agree on how sensitive data is handled.
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03
Baseline & Prototype
A simple baseline is built first, then improved models are tested and compared on held-out data.
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04
Integration & Deployment
The chosen model is packaged as an API or scheduled job and connected to your systems.
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05
Monitoring & Improvement
We track accuracy and data drift, retrain when needed and hand over documentation to your team.
Pricing
AI & Machine Learning packages & pricing
Clear starting prices. Every project gets a written, itemised quote before work begins.
Proof of Concept
Testing if ML can solve one specific problem
- One well-defined use case
- Data quality assessment
- Baseline and prototype model
- Evaluation report with metrics
- Jupyter notebook and findings walkthrough
- Recommendation on next steps
Production ML
Taking a proven model live in your business
- Everything in Proof of Concept
- Data pipeline and feature engineering
- Model packaged as REST API or batch job
- Integration with your app or dashboard
- Logging and model versioning
- Basic drift and accuracy monitoring
- 30 days post-launch support
Enterprise AI
Multiple models or complex, regulated workloads
- Multiple use cases and models
- Computer vision or NLP at scale
- Cloud or on-premise deployment
- Access control and audit trails
- Scheduled retraining workflows
- Team training and documentation
*Starting prices. Final quote depends on scope; taxes as applicable.
Technology
Tools & technologies we use
Industries
Industries we serve
Our work
Recent ai & machine learning projects
FAQs
AI & Machine Learning FAQs
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Ready to start your ai & machine learning project?
Free consultation and a clear, itemised quote with fixed milestones.