How the Semaphore platform enhances Microsoft Purview with semantic metadata, improving classification accuracy, scalability and governance readiness for enterprise AI and compliance.
Modern application transformation in 2026 is less about replacing technology and more about adopting a business‑first, continuously improving culture that unlocks data, modern UX and AI‑driven innovation without disrupting what already works.
AI fines are no longer theoretical; regulators are now enforcing control requirements as AI moves from pilots to production in financial services. The post explains why contracts alone won’t satisfy supervisors, what evidence regulators will expect to see in production and how organizations can operationalize governed, defensible AI with runtime guardrails, provenance, lineage and auditable controls—setting the agenda for the RegTech Conference in London on March 26.