Our expertise

AI Framework

Strategic AI Governance for CIOs, CDOs and CPOs

We turn fragmented and rapidly growing AI usage into a controlled, high-value capability. While AI unlocks significant productivity gains, many organizations struggle to manage costs, scale efficiently, and align usage with business value. With a structured approach combining commercial strategy, operating model design, governance, and sourcing, we ensure AI delivers sustainable impact—not uncontrolled spend. By leveraging data-driven insights, supplier expertise, and proven governance frameworks, we help clients maximize value per token while maintaining flexibility and innovation

Key Challenges Organizations face with their AI Governance

  • Rapidly increasing AI costs with limited transparency, making it difficult to understand true spend drivers and ROI
  • Unstructured adoption where teams use AI inconsistently, leading to duplicated work, unnecessary token consumption, and inefficiencies
  • Overreliance on premium models and suboptimal technical setups, significantly increasing cost per use case
  • Lack of governance and control mechanisms, resulting in uncontrolled usage patterns and budget overruns
  • Weak alignment between business value, usage patterns, and sourcing agreements, leading to poor commercial outcomes
  • Vendor lock-in and inflexible contracts limiting the ability to optimize cost and adapt to a fast-moving AI landscape