What to Check Before Adopting DeployHub for Live-System Vulnerability Monitoring

Updated

DeployHub is a post-deployment vulnerability detection platform that continuously monitors software already released into production, using SBOMs and deployment evidence to identify newly disclosed CVEs and show where vulnerable packages are actually running. Before adopting it, confirm four things: that its agentless model fits your environment, that you can supply SBOM and deployment data, that its pipeline integrations match your DevSecOps stack, and that you understand the boundary between its free open-source resources and its commercial offering. The platform is built on the Ortelius open-source core and positions itself around Continuous Threat Exposure Management (CTEM) for live systems.

1. Confirm the agentless model fits your environment

DeployHub describes itself as agentless — it does not require installing agents on endpoints to detect vulnerabilities. This matters if your production estate includes environments where you cannot easily deploy or maintain agents: hardened hosts, short-lived containers, third-party-managed infrastructure, or regulated systems with tight change control.

What to verify on your side:

  • Inventory coverage. Agentless detection depends on knowing what is deployed and where. List the environments you need covered and check that DeployHub can be pointed at all of them.
  • Network and access requirements. Ask what access DeployHub needs to your production systems or deployment records, and confirm your security team will approve it.
  • Update latency. The value proposition is real-time CVE visibility. Confirm how quickly newly disclosed CVEs are matched against your deployed components.

If your organization already runs a mature agent-based endpoint detection stack, the question becomes whether DeployHub complements it (mapping CVEs to specific endpoints at risk) or duplicates it. The site's framing — "map every vulnerability to the endpoint at risk" — suggests a complement, not a replacement.

2. Check that you can provide SBOMs and deployment evidence

This is the core input dependency. DeployHub's detection is driven by two data sources:

Data source What it provides What you need to confirm
SBOMs The component inventory of each release — which open-source packages and versions are included That your build or release process generates SBOMs, and in a format DeployHub ingests
Deployment evidence Where each release actually runs — the link between a component and a live endpoint That you can supply or connect deployment records for each environment

The site also references turning SBOMs into security insight and building a "production digital twin." Both depend on this data being complete and current. If your teams do not yet produce SBOMs, that is a prerequisite project, not a switch you can flip at adoption. If SBOMs exist but are stale or per-team inconsistent, expect cleanup work before the platform's output is trustworthy.

A practical test: pick one representative application, gather its SBOM and its deployment record, and walk through how DeployHub would map a hypothetical newly disclosed CVE in one of its dependencies to the running endpoint. If that path is unclear or the data is missing, resolve it before committing.

3. Evaluate DevSecOps pipeline integration needs

DeployHub advertises DevSecOps pipeline integrations and pipeline data for cybersecurity. The relevant question is not whether integrations exist but whether they cover your toolchain.

Build a short list before your demo:

  • CI/CD systems you use to build and deploy.
  • SBOM generation tools already in your pipeline.
  • Ticketing or incident systems where remediation work would be routed.
  • Security dashboards where your teams already look.

Then ask specifically which of these DeployHub connects to, and whether the connection is native or requires custom work. The site's emphasis on giving "every team a clear view of production risk" implies role-based views for security and engineering — confirm how those views are configured and whether they fit your team structure.

4. Understand the free open-source vs. commercial boundary

The site offers "Get Started With Free Open Source Resources" alongside a Pricing entry and a SaaS login. That tells you there is both an open-source path (via the Ortelius core) and a commercial SaaS offering, but the page evidence does not specify what each tier includes, what the pricing is, or what login restrictions apply.

Before adopting, clarify directly with DeployHub:

  • What functionality is available through the free open-source resources versus the commercial platform.
  • Whether the SaaS offering is required for post-deployment detection or whether self-hosted open-source components deliver it.
  • What the pricing model is and what it covers.

Do not assume the free resources equal a free full platform — the page does not support that conclusion either way.

A pre-adoption checklist

Use this to structure your evaluation:

  1. Environment fit — list production environments; confirm agentless coverage and access approvals.
  2. Data readiness — confirm SBOM generation and deployment-record availability for at least one pilot application.
  3. Integration mapping — match your CI/CD, SBOM tooling, and ticketing systems against DeployHub's integrations.
  4. Tier clarity — get written confirmation of open-source vs. commercial scope and pricing.
  5. Pilot — run one application through the full loop (SBOM + deployment evidence → CVE match → endpoint mapping) and judge noise level and response speed against the "less noise, faster response" claim.

The strongest reason to adopt DeployHub is a specific gap: you can find CVEs in your dependencies but cannot reliably tell which vulnerable versions are running in production and where. If that gap is real for your teams, the checklist above will tell you quickly whether the platform closes it.