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AI Transformation Strategy
Chart a clear, value-driven path to becoming an AI-powered enterprise.
Chart a clear, value-driven path to becoming an AI-powered enterprise.
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AI Transformation Strategy
Overview
We help you move from scattered experiments to a cohesive, enterprise-wide AI strategy. We partner with your leadership to define an AI vision aligned with your business goals, prioritize high-ROI use cases, and establish the governance needed for scalable and responsible AI success.
Key Client Challenges
- Lack of a clear, business-aligned AI strategy
- Stuck in ‘pilot purgatory’ where projects never scale
- Unclear ROI and difficulty building a business case
- Gaps in data infrastructure, technology, and AI talent
- Concerns around AI ethics, risk, and data governance
How Renoir Helps
- Conduct AI maturity assessments and ‘art of the possible’ workshops
- Develop a portfolio of AI initiatives prioritized by business value
- Design a target-state AI operating model (people, process, tech)
- Create a comprehensive business case and a multi-year roadmap
- Establish a responsible AI governance framework to manage risk
Our Recent Results
Enterprise AI Roadmap for a Manufacturing Conglomerate
A diversified manufacturing company had numerous isolated AI pilots with little impact. We conducted a comprehensive strategic assessment across the enterprise, identifying and quantifying over 100 potential use cases. We worked with executives to consolidate these into a unified AI roadmap, delivering a detailed 3-year plan with a robust business case and a technology blueprint.
Our Solution
We implemented a RAG-powered assistant that indexes the firm’s entire knowledge repository, including project archives, CRM, and expert databases. Consultants can now ask complex questions in natural language, such as “Find case studies on supply chain optimization for CPG clients in Southeast Asia with a project value over $2M” and receive a synthesized summary with direct links to the source documents.

Impact Delivered
- Aligned the entire executive team around a single, coherent AI vision.
- Secured a multi-year, eight-figure investment for the AI program.
- Identified over $150M in potential value to be unlocked over three years.
- Created a clear plan to move from chaotic experimentation to strategic execution.