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Srenix vs Ciroos
Choose Ciroos if zero-copy querying from a SaaS platform is your preferred balance between access and privacy. Choose Srenix if you want the engine itself inside the cluster — and the loop closed with a bounded fix and a re-check, not an autonomy setting.
Ciroos’s public pages were re-checked on 4 November 2026 for this page; the approved compare-table facts are the ones stated below. Back to the comparison table.
Srenix vs Ciroos
- Where it runs
- Their SaaS, zero-copy querying
- Closes the loop
- An undefined autonomy slider
- Pricing
- Contact sales
Ciroos queries your environment from its SaaS without copying data out — zero-copy, cross-domain analysis, human-in-the-loop oversight, and no centralizing or replacing your existing stack. That is a genuinely good privacy story. The difficulty is the autonomy control: how much it does on its own is a product setting, and the compare table records no default closed loop. Srenix moves nothing out at all, and ships the closed loop as the default mode, inside your cluster, with the gate readable in source. The facts in this card are the approved compare-table facts; Ciroos’s public pages were re-checked on 4 November 2026 and nothing that changes this page had changed.
Where each one runs
Ciroos runs in their SaaS, with zero-copy querying of your environment — it works across your tools and systems without centralizing or replacing your existing stack.
Srenix runs inside your cluster. Nothing leaves it — not telemetry, not context. One Helm chart, Kubernetes 1.27+ on EKS, GKE, AKS, k3s, RKE2 and OpenShift; the model endpoint is yours (any OpenAI-compatible endpoint, including in-cluster vLLM). Nothing is sent to a vendor SaaS — that is the whole point of this comparison, stated once and assumed from here on.
Does it close the loop?
Ciroos: an autonomy slider — how much it does on its own is a product setting; the compare table records no default closed loop.
Srenix: yes, by default, with hard boundaries: seven checks in a fixed order before any change, human-click approval unless every gate passes at 0.95+ confidence with auto-merge explicitly enabled, re-verify after every fix.
How each is priced
Ciroos: contact sales — no public price list.
Srenix: flat price per cluster per month, quote on request; no per-investigation billing, so a bad week never raises the bill.
Where Srenix is honest about its limits
Honest about Srenix: it is in beta with pilots in progress. No certifications are claimed — the SOC 2-friendly audit bundle export is a feature, not a certification. We do not name customers while the reference policy is open.
Where each one fits
Ciroos fits teams that like a SaaS vantage point with reduced data movement and want to tune autonomy gradually.
Srenix fits teams for whom "reduced egress" is not enough — the workload, the model calls and the audit trail all stay inside the network — and who want fixes verified, not just proposed.
The wider table is at Srenix compared with NeuBird, Resolve AI, Ciroos and OpenSRE, and the 2026 field at Best AI SRE tools for Kubernetes in 2026.
Is zero-copy the same as in-cluster?
No. Zero-copy means data stays put while queried. Srenix moves nothing out at all — the whole engine runs inside your cluster.
What is the practical difference in autonomy?
Ciroos exposes an autonomy slider; Srenix uses fixed, policy-bounded fixers with signed approvals and a hash-chained audit trail — and auto-merge off by default.
Can we see both before buying?
Srenix offers a free read-only snapshot: srenix diagnose --snapshot <dir> — no install, no RBAC.
Want the loop closed, not just watched?
See it on your own failure — detect, fix and re-verify on your own cluster before you decide.
Or run the read-only snapshot first — no install, no RBAC: srenix diagnose --snapshot <dir>.