FinOps for AI

AI SaaS: The Next Wave of Digital Transformation

by

AI is pushing digital transformation beyond moving workflows into the cloud. The next wave turns software into governed systems of action: products that understand context, propose and execute bounded steps with approvals and rollbacks, and prove impact with auditable outcomes. Organizations that build around retrieval‑grounded reasoning, typed tool‑calls, policy‑as‑code, decision SLOs, and cost discipline will … Read more

Top AI Trends Transforming SaaS Businesses

by

SaaS is shifting from storing data and showing dashboards to executing governed actions that deliver measurable outcomes. The most important trends: retrieval‑grounded reasoning, small agent orchestration with typed tool‑calls, vertical domain guardrails, private/edge inference, schema‑first interoperability, and rigorous decision SLOs with unit‑economics discipline. Vendors will compete on audited outcomes and cost per successful action—not model … Read more