Inferix Blog
Inference roadmap for 2026
Our inference roadmap focuses on predictable latency, better autoscaling behavior, and stronger production controls.
Published Jan 28, 2026
Latency and throughput
We are improving request batching and queue scheduling with profile-aware GPU placement to reduce tail latency.
Scaling behavior
Endpoint scaling policies now prioritize p95 latency and queue depth together, instead of single-metric decisions.
Operational controls
Upcoming controls include rollout guards, policy approvals, and per-endpoint error budget monitoring in the dashboard.