Product Roadmap

Explore our vision for the future of FinOps for machine learning and AI workloads.

Upcoming Milestones

Automatic tuning of resource allocations and hyperparameters using reinforcement learning to maximise efficiency without manual intervention.

AI‑driven forecasts of potential waste events days in advance, allowing preemptive scheduling and resource adjustments.

Unified FinOps policies and guardrails across AWS, Azure and Google Cloud, enabling multi‑cloud governance from a single console.

Dynamic GPU pooling that scales inference capacity up or down based on real‑time demand to minimise idle time.