Overview
Elevate your Indusrialization of GenAI models with our comprehensive assessment service. We begin by conducting in-depth interviews with key stakeholders and users to grasp current pain points and future aspirations. Our experts assess your technological landscape, identifying potential gaps for seamless implementation. Understanding existing operationalization processes, we tailor aspects to accommodate Generative AI models. We provide strategic recommendations on deployment patterns for Off-the-Shelf, RAG, Finetuned, and custom models using a range of AWS services including Amazon Sagemaker. Evaluating your current ways of working, we propose a bespoke operating model for LLMOps. Our final touch involves evaluating strategies against Total Cost of Ownership to ensure an acceptable level of performance and efficiency.
The following are the key deliverables.
Assessment Report:
- Maturity assessment across essential dimensions for LLMOps/MLOps.
- In-depth analysis for informed decision-making.
Personas Journey Map:
- Current personas journey map, including pain points, priorities, wish list.
- Clearly defined roles and responsibilities integrated for efficiency.
LLMOps Maturity Roadmap:
- High-level guiding principles for LLMOps/MLOps initiatives.
- Roadmap recommendations for GenAI operationalization and phased capability enhancement.
LLMOps Operating Model:
- Defined operating model for efficient LLMOps/MLOps.
- Organizational structure recommendations ensuring optimal performance.
Highlights
- GenAI Implementation Maturity Assessment: Evaluate current GenAI implementation maturity and offer strategic recommendations to streamline the industrialization of large language models, enhancing their overall efficiency and effectiveness.
- LLMOps Maturity Roadmap Development: Deliver a comprehensive roadmap guiding the improvement of LLMOps maturity, transitioning from proof of concepts to production. This roadmap ensures a structured path towards operational success.
- Drive and ensure the lasting success of GenAI implementation: Delve into the current Generative AI landscape, pinpoint team pain points, and uncover wish lists. Acquire invaluable insights to effectively sustain and scale LLMOps/MLOps success.
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As a distinguished consulting partner in the Amazon Partner Network, LTIMindtree stands out as a top-tier provider of IT services and solutions. We specialize in seamlessly bridging the gap between current IT landscapes and future innovations. Our extensive technological proficiency spans across cloud computing, security, modern IT infrastructure, and networking, forming the foundation for our capability to assist customers in expediting the realization of their goals through agile digital platforms.
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