https://catalogartifact.azureedge.net/publicartifacts/ltim.ltimindtree_dataandai_smartformulate-a32a48df-dfb1-4870-87d1-354d48838846/874ac9d8-8d7a-4ec7-8bc3-ce33610f4538_LTM_216X216px.png

LTM Data And AI SmartFormulate

LTIMindtree Limited

Priser Gratis

SmartFormulate unifies fragmented R&D data using generative AI to deliver real-time insights and accelerate pharmaceutical product innovation

SmartFormulate, developed by LTIMindtree, is a generative AI-powered platform built on Microsoft Azure that transforms how life sciences organizations discover, analyze, and recommend raw materials. It enables real-time insights from siloed enterprise data using intelligent clustering and knowledge graph visualizations. SmartFormulate empowers R&D teams to accelerate product innovation, improve data visibility, and make informed, data-driven decisions.

Problem Statement
Life science product formulators and scientists face several challenges in product design and development:

  • Linear data visualization limits lifecycle tracking of raw materials and formulations.
  • Siloed data points and nonlinear relationships make it difficult to understand hierarchical correlations.
  • Lack of predictive insights hinders proactive formulation optimization and regulatory compliance.

    • Solution
    SmartFormulate addresses these challenges by offering:

  • Real-time insight generation from fragmented enterprise data.
  • Hierarchical clustering and knowledge graph visualizations to uncover hidden relationships.
  • Material recommendation engine to suggest alternatives based on data-driven insights.
  • Azure-native scalability and security, ensuring enterprise-grade performance and compliance.

    • Key Benefits

  • Real-Time Insight Generation: Breaks down data silos for immediate, actionable intelligence.
  • Hierarchical Clustering: Visual knowledge graphs reveal hidden relationships and groupings.
  • Material Recommendation Engine: Optimizes supply chain and resource planning.
  • R&D Acceleration: Enhances visibility across functional and regulatory variables.
  • Azure Integration: Leverages Microsoft Azure’s AI, data, and security services for scalability and compliance.

    • Target personas

  • R&D Teams
  • Product Development Managers
  • Supply Chain Optimization Teams

    • Tech Stack used:

  • Microsoft Azure (AI, data, and infrastructure services)
  • Vector Database (Semantic search and clustering)
  • SQL Database
  • ASP.NET Core, HTML, CSS, JavaScript

    • Professional Services: Azure Adoption & Extension
    LTIMindtree provides comprehensive services to help customers adopt and extend Microsoft Azure through SmartFormulate:

    Getting Started with Azure:

  • Azure environment setup and onboarding
  • Data ingestion using Azure Data Factory from LIMS, ERP, and legacy systems
  • Custom configuration aligned with R&D workflows and compliance needs

    • Extending Azure Usage:

  • Advanced customization using Azure AI, ML, and analytics services
  • Scalable architecture optimization using Azure Kubernetes Service and Azure Monitor
  • Ongoing support, performance tuning, and continuous improvement leveraging Azure DevOps and Azure Security Center

    • Engagement Scope: 6-Week Proof of Concept

    During this 6-week engagement, LTIMindtree will:

  • Assess customer data landscape and Azure readiness
  • Deploy SmartFormulate in a secure Azure environment
  • Integrate sample datasets and configure core features
  • Demonstrate key capabilities including clustering, recommendations, and visualizations
  • Optimize performance and scalability using Azure-native tools
  • Deliver a final report with outcomes, recommendations, and roadmap for full-scale deployment on Azure

    • Overblik

    https://catalogartifact.azureedge.net/publicartifacts/ltim.ltimindtree_dataandai_smartformulate-a32a48df-dfb1-4870-87d1-354d48838846/498bfc55-2ec4-4917-a148-62489022e577_SmartFormulate_Image.png
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