LTIMindtree Data And AI Pricing Estimator

LTIMindtree Limited

Pricing Estimator is an Agentic AI powered solution that facilitates creating project pricing estimations and resource loading by looking into historical projects and their pricing details

The Agentic AI-Powered Price Estimation Accelerator is an intelligent, modular solution designed to streamline and enhance resource loading and pricing estimations for IT projects. By leveraging the capabilities of Azure AI Search, this accelerator intelligently scans and indexes metadata from historical project repositories to identify similar engagements. These references serve as a foundation for generating accurate, context-aware estimations for new or upcoming projects.

At its core, the accelerator uses agentic AI principles—autonomous, goal-driven components that collaborate to deliver precise and adaptable outcomes. It integrates seamlessly with enterprise data sources and enables dynamic scenario modeling, making it a powerful tool for project managers, solution architects, and finance teams.

Key Capabilities

  • Historical Project Matching: Uses Azure AI Search to semantically search across metadata of past projects, identifying similar use cases, team compositions, timelines, and cost structures.
  • Estimation Generation: Automatically generates resource loading and pricing estimates based on matched historical data, including effort distribution, skill mix, and delivery timelines.
  • Scenario Simulation: Allows users to tweak parameters—e.g., "What if we add one more GenAI engineer?"—and instantly recalculates estimates to reflect the impact on cost and delivery.
  • Cost & Profit Agent: A dedicated agent uses predefined Python functions to compute effective cost, margin, and profitability based on resource loading, billing rates, and project duration.
  • Interactive & Extensible: Built with modular APIs, the accelerator can be embedded into existing project planning tools or extended with additional agents for compliance, risk, or delivery modeling.
  • Why Use This Accelerator?

  • Data-Driven Accuracy: Move beyond guesswork by grounding estimations in real historical data and AI-powered similarity matching.
  • Time Efficiency: Automates the traditionally manual and error-prone process of estimation, saving hours of effort across teams.
  • Scenario Flexibility: Empowers teams explore multiple staffing and delivery scenarios with instant feedback on cost and margin implications.
  • Agentic Intelligence: Modular agents work autonomously yet collaboratively, ensuring estimations are not only fast but also contextually rich and financially sound.
  • Enterprise-Ready: Built on Azure-native services, ensuring scalability, security, and compliance with enterprise standards.
  • https://store-images.s-microsoft.com/image/apps.306.e39a35ea-fa2e-4c9d-96ac-24abd3c2c348.fc65f713-fe58-4058-b83b-4c073642ba31.f7a48421-dda5-4131-ab88-0a4f41afa54c
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    https://store-images.s-microsoft.com/image/apps.603.e39a35ea-fa2e-4c9d-96ac-24abd3c2c348.fc65f713-fe58-4058-b83b-4c073642ba31.fdf75232-afb0-417b-8559-e140e90532be