AI/ML Solutions

Anomaly Detection


Pick up different types of anomalies from a string of big data (time series / random) and perform advanced analytics to diagnose specific use cases.

Applicable in Following Areas

Asset Maintenance

  • Fault detection & preventive maintenance.
  • Fault prediction based on anomaly patterns – predictive maintenance.
  • RUL (Remaining useful life) prediction for different types of specific assets.

Financial Services

  • Credit and Debit card fraud detection
  • Analysis of the stock market to extract signals for investments
  • Insider trading detection

Computer Networks

  • Malware detection
  • Unauthorized access and Brute force attack detection
  • Network performance monitoring by checking Bandwidth usage and Latency

Healthcare Support

  • Rare disease detection, Vital signs & ICU monitoring
  • Health insurance and billing fraud detection
  • Detection of anomalies in pathology and radiological reports


Recommendation Engine


Based on historical data, suggest the highest impact action, make recommendations for the next action, or predict the most likely outcome.

Applicable in Following Areas

Pan Industries

  • Price recommendation to maximize favourable outcomes.
  • Recommend a combination of stakeholders to maximize quality and profitability.

Product Recommendations

  • Recommend movies, books, or products based on user preferences.
  • Suggest accessories for products in carts.

Sales Productivity

  • Cross-selling and upselling of products.
  • Personalized promotions for conversions.
  • Course and skill development selection.

Miscellaneous

  • Healthcare recommendations like health tips and treatment plans.
  • Risk minimization based on historical data.


Object Detection


Accurately detect different objects of interest in an image, count and store object types, and compare images for commonalities and differences.

Applicable in Following Areas

Pan Industries

  • Facial feature authentication for access control.
  • Detecting trademark violations in images.

Industrial & Agriculture

  • Visual inspection in manufacturing for quality control.
  • Crop identification and yield estimation in agriculture.

Infra and Auto

  • Object detection for autonomous cars.
  • Traffic and pedestrian flow analysis in smart cities.

Retail & Healthcare

  • Medical image analysis for abnormalities.
  • Inventory management through automated item counting.


Classical ML & DL


Various feature predictions based on historical data. Risk analysis based on feature predictions. Sentiment Analysis predictions on various features.

Applicable in Following Areas

Retail Use Cases

  • Price elasticity of demand calculation.
  • Pricing/pricing class prediction.
  • Purchase propensity prediction.
  • Next purchase prediction.
  • Prediction of churn and defection.
  • Proactively monitor brand reputation.

Insurance Use Cases

  • Prediction of liability for auto insurance based on risk.
  • Life insurance premium class prediction based on profile.
  • Sentiment analysis for CX improvement.

Pan Industries

  • Customer Support using sentiment analysis.
  • Improving Brand Reputation using sentiment analysis to track brand mentions online.
  • Using Employee Satisfaction Survey, employee churn prediction.

Telecom Use Cases

  • Developing Better Products by analysing customer feedback using sentiment analysis.
  • Developing Targeted Marketing Campaigns for customers using Sentiment analysis.


Generative AI


Using LLM and customization with state-of-the-art models, advanced chat-bots provide human-like responses for customized content.

Applicable in Following Areas

Advanced Chat-Bots

  • LLM powered chat-bots providing instant, human-like responses to unrestricted customer queries.
  • Automatic redirection to human agents for complex queries.
  • Enhanced customer experience.

Content Automation

  • Automation of e-Commerce product descriptions.
  • FAQ generation from large documents.
  • Personalized marketing content generation.

Content Summarization

  • Summarizing legal documents and manuals.
  • Financial report condensation.
  • Survey response summaries.

Healthcare Applications

  • Clinical summaries and patient outcome prediction.
  • Analysis of Electronic Health Records.
  • Employee training content creation.