Seven categories people confuse monsys with — bounded honestly.
If you tell someone you're building a platform for server security and compliance, within ten seconds you'll hear one of seven things. "Oh, like Datadog?" "You mean something like Wiz?" "So a Vanta for servers?" Each is reasonable, and each is just off-centre.
The problem isn't that people don't get it — it's that "server security" is a word that evokes seven different product categories at once, and monsys sits at the intersection of several of them without belonging fully to any. Here's an honest map.
Wiz · Orca · Prowler · Defender for Cloud — Scans your cloud configuration from the outside via APIs. Strong at finding a misconfigured bucket or a security group that's wide open. But it looks at the config layer, not at what's actually running on the machine.
monsys runs a Rust agent on the host itself, at kernel and process level. We see the actual runtime state — which kernel is genuinely loaded, which process behaves differently than last week, whether a binary was silently replaced. What an API scan structurally misses.
Datadog · Grafana · Prometheus · Netdata — Metrics, logs, dashboards. Answers "is it running, and how fast". Indispensable, but a different goal.
monsys doesn't draw CPU charts. We answer "is this auditable and compliant, and can I prove it". Telemetry versus evidence — complementary, not a replacement.
Qualys · Tenable/Nessus · Rapid7 — Scans and reports CVEs. You get a list, often a long one. The remediation, the rollout, proving it followed a process — stays your problem.
monsys closes that loop: detection, orchestrated remediation, and a cryptographic trail of the entire journey. Not a report you then have to handle manually.
Splunk · Elastic · Wazuh — Collects and correlates security events. Answers "what happened".
monsys doesn't do real-time event correlation — different craft. We deliver tamper-evident proof of posture and process over time. Complementary, not a replacement — a SIEM and monsys don't bite each other.
Vanta · Drata · Secureframe — Collects evidence for SOC 2 / ISO via integrations — mostly SaaS and cloud-config checks, questionnaire-driven, at the organisation level.
monsys provides exactly the underlying technical evidence — host-level, NIS2-native, with a cryptographic chain. We don't replace GRC; we feed it.
Ansible · Puppet · OpenSCAP · CIS-CAT — Enforces and tests baselines. Powerful for "has the desired state ever been applied". But an enforce run is a snapshot.
monsys is continuous and attested: not "was the baseline ever applied", but "does it still hold, and has every drift been provably handled".
Landscape · Uyuni · WSUS — Orchestrates updates across a fleet. Good at the execution.
At monsys, patch orchestration is ONE step inside a larger attested loop — the orchestrator delivers the action, the attestation chain delivers the proof that the action followed an approved process. For hosts that explicitly opt in (per-server checkbox, TOTP-confirmed), monsys also runs autonomous CVE patching for OS packages and app deps — with the same attestation + rollback-on-fail as the operator-triggered flow.
At the intersection of three things that all exist separately but rarely come together: host-level runtime evidence (vs. agentless cloud scan), cryptographic attestation (vs. report or dashboard), and a NIS2/CRA-native framing (vs. a SOC 2 checklist).
The concrete difference shows up on a CVE. Everyone above can detect a vulnerability. What monsys adds: a closed loop where the remediation is proposed, tested on canary, verified, human-approved and rolled out — and where each step becomes an append-only, signed entry in an attestation chain you can no longer rewrite. When an auditor asks "can you prove you follow a controlled change-management process", the answer isn't a screenshot. It's a verifiable evidence trail.
This matters just as much. monsys is not a SIEM (no real-time event correlation), not an observability platform (no Datadog/Grafana replacement), not a cloud-only CSPM (our strength is on the host), not a GRC questionnaire tool (we deliver the technical evidence such a tool consumes), and we don't scan email or phishing — deliberately out of scope.
If you're looking for one of those, there are better tools. What we do is narrower and deeper: the evidence layer underneath all those other tools that most of them skip.
For anyone surveying the whole compliance stack: monsys is the technical evidence layer — host-level, cryptographic, continuous. Above it sits GRC orchestration that manages frameworks, controls and scores. The two belong together. The attestations monsys produces are exactly the kind of underlying evidence a control in such a GRC layer wants to consume, instead of a manual tick. We make the evidence; the layer above makes the story.
Which is, in short, why "is it like Datadog?" isn't a frustrating question but a useful one. It shows exactly where the misunderstanding sits — and where the real value begins.