Enterprise Software-as-a-Service providers are confronting margin compression as generative AI feature deployment inflates infrastructure overhead. Traditional per-seat license models are failing to offset the rising variable costs of model inference and API calls.
Pricing Model Revisions
Firms are accelerating shifts toward consumption-based or hybrid pricing tiers. Buyers face closer scrutiny of software utility, leading to vendor consolidation and stricter procurement cycles across corporate IT departments.