Generative AI & ML - Impetus

Accelerate business value with Enterprise AI

Boost business performance, create breakthrough innovation, and unlock new sources of growth with Impetus’ GenAI and ML services.

Seamless infusion of GenAI into your business

Ready-to-use industry solutions

Elite cloud partner ecosystem

Accelerators and design frameworks

Models and use cases implementation

Give your business a competitive edge with our data science services, including GenAI & ML

Analytics strategy for GenAI and ML

Assessing enterprise analytics for Generative AI and Machine Learning

  • Assess the current state of the customer’s analytics​
  • Modernize rule-based systems​
  • Create roadmaps for the transition to learning-based decision-making with AI/ML​
  • Enable ML lifecycle best practices
  • Recommendations to upgrade to modern technology stacks on-premise or on the cloud​

Tools and accelerators:​

  • Business alignment on use cases​​
  • Exploratory data analysis and feature engineering​
  • Performance metrics and model validation
  • Solution: Cloud Cost Optimization
  • Solution: Schema matching for data integration
Generative AI​

Large Language Models (LLMs) for automation and innovation

  • Automate enterprise processes, such as customer experience, contact centers, report generation, and others, and infrastructure with LLMs​
  • Scale generative AI applications with LLMOps
  • Solve business problems in different domains with LLMs using frameworks such as LangChain​
  • Custom train and fine-tune LLMs for domain-specific needs using Reinforcement Learning with Human Feedback (RLHF)​
  • Design custom prompts to generate creative and informative text​
  • Ensure the safety, quality, and structure of LLM responses using GuardRails​

Tools and accelerators:​

  • LeapLogic: Automated cloud migration accelerator​
  • Gathr: A cloud-native, zero-code platform for building ML-powered applications​
  • Choice of data vectorization and other tools
  • Best practices for enterprise adoption of GenAI​
Business insights from data​

Data-powered decision-making for business transformation

  • Data discovery for business value​
  • Recommend novel use cases based on data​
  • Generate and visualize insights with user-friendly dashboards

Tools and accelerators:​

  • Python, Power BI, and Tableau​
  • Proactive business decisions based on generated insights​
  • Business alignment on feature store for modeling​
Model creation and scaling

Democratizing model creation with Generative AI & ML​

  • Data pattern identification for feature selection​
  • Model and prototype creation with analysis and iterative refinement​
  • Pipelines for model development, training, and validation​
  • Best practices for model performance tuning​

Tools and accelerators:​

  • Gathr: Drag-and-drop low-code platform for model creation and scaling​
  • Business alignment, data gathering, and data quality enhancement​
  • Feature engineering and management for structured or unstructured data​
  • Model development infrastructure for code management and collaboration
  • Solution: Data & AI Labs​
MLOps

Centralized platform for model management

  • Enable best practices for model deployment and management in production​
  • Detect model drift to address changing data distribution patterns using statistical tests​
  • Maintain model performance for risk management and trigger event-driven retraining​
  • Provide on-premises and cloud-based solutions for model inference
  • Support collaborative model and metadata management and metrics tracking​

Tools and accelerators:

  • Engineering blueprints and patterns​
  • CI/CD
  • A/B testing framework​

Your leverage – Our delivery experience across critical analytic dimensions

Saved business users’ time and improved meeting note quality

Developed a BART-powered summary system to extract meaningful insights from long meeting transcripts.

Reduced traffic congestion and improved traffic safety

Automated traffic monitoring from CCTV footage with 91% accuracy using image segmentation

Increased sales and improved marketing efficiency

Built Sales AI platform with 50+ use-cases such as Next Best Action, Lead Scoring, etc.

Won 500+ new customers

Built an innovative AI-backed new product line in property risk insurance supporting real-time and batch processing

Improved product quality and reduce costs

Built an ML solution reducing defects per vehicle by 75% for a global automobile manufacturer.

Boosted revenue

ML implementation on data lake led to a 6% increase in customer acquisition and increased net new conversions by 5% for a telecom giant

Elevate GenAI & ML for endless possibilities to optimize business functions


From healthcare to finance, legal, government, and manufacturing, we empower businesses to innovate and grow with our comprehensive solutions​

BFSI

  • Anomaly and fraud detection, financial crimes​​
  • Intelligent process automation with image analytics​​
  • Business matching with transformer models​
  • Membership rewards, Natural language Querying

Marketing​

  • Cross-sell/up-sell
  • Lead prioritization​
  • Multi-touch attribution

Sales

  • Sales misconduct
  • Sales propensity
  • Next best action

Energy and utilities

  • Plant engineering, demand forecasting
  • Multi-agent reinforcement learning
  • Automating energy auction bidding​

Manufacturing

  • Paint defect optimization
  • Semiconductor wafer dimensional metrology​
  • Auto warranty claims: Fraud detection​

Industrial analytics

  • Object detection with AI​
  • Text extraction from images
  • Predictive maintenance​

Communications and media

  • Contextual search in document corpus​
  • Intelligent process automation with image analytics​​
  • Customer journey analytics
  • Personalized recommendations​

Transportation and logistics​

  • Customer feedback analysis
  • Supplier network analysis
  • Estimating time of arrival

Healthcare

  • Faster patient registration
  • Guidance for Physicians
  • Medical supplies forecasting​

Supercharge your digital transformation with AI-powered unified experiences

AI & Deep Learning | Generative AI & ML | Image & Video Analytics | Voice Analytics | Graph Data Science | Data Quality Management | Cybersecurity | Anomaly Detection ​

Stay ahead of the GenAI & ML curve with our latest insights

Choose a lab aligned to your Data & AI journey

Address your desired use case across critical analytic dimensions

  • Explore architecture options with experts

  • Ensure strategic alignment of business and technology

  • Architect an ideal solution for a pressing problem


  • Validate new or refactor existing architecture

  • Develop a prototype with expert guidance

  • Establish a roadmap to production


Discover more ways our team can help

Discuss your needs with our team