Board-Level Metrics

Small Models, Big Wins: When to Prefer Task‑Specific over Frontier

04 Oct 2025 14 min read Small Language Models

In this board-level study, we explore why smaller, task-specific AI models often outperform massive frontier models. The piece examines how accuracy, latency, cost and risk interact, and provides decision frameworks and metrics for executives. Restraint brings cost, speed and reliability advantages.

Privacy at Scale: Managing Data Rights Across Partner Ecosystems

28 Aug 2025 18 min read Privacy at Scale

In today’s data-driven economy, trust is a board-level asset. Privacy at scale means hard-coding purpose limitation, minimisation, and vendor assurance into ecosystems—measured through board-ready SLOs. Firms that do so unlock the trust dividend: growth, resilience, and credibility.