ParallelIQ
Products · Remediate

Detect. Recommend. Fix — with a human in the loop

Every recommendation explains its work. Every action requires approval. Every change is reversible. The opposite of a black-box autoscaler.

  • Reversible recommendations with full diff preview
  • Operator approval queue with role-based controls
  • Signed audit trail for every change
  • One-click rollback for any action, ever
remediate.yaml
policy: kv-cache-pressure
when: kv_hit_rate < 0.4
recommend:
  - rebalance: shard 3 -> 5
  - evict: idle_replicas
requires: operator_approval
audit: signed

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