INSIGHT · GLOBAL
Enterprises increasingly prefer owned or fine-tuned AI over shared LLM APIs
BFSI and enterprise teams are moving away from renting commodity LLM APIs (shared with competitors, costly at scale, exposes proprietary queries) toward fine-tuned or open-weight models they can control. Running proprietary models 5–10x cheaper than API spending at volume.
WHY IT MATTERS
Shifts margin economics for frontier labs (OpenAI, Anthropic); accelerates on-premise and private SaaS adoption; banks prioritise data sovereignty and cost control over cutting-edge reasoning.
Source: PYMNTS · 2026-08-12