Steering platforms Primary audience: Cyber
Published onAugust 19, 2026
Level 2 tools: they aggregate the portfolio’s SBOMs and re-evaluate them continuously. See
Generate and steer .
Caveat. These profiles describe categories of solution and their structural properties, not
a snapshot of the market. Any purchasing decision must rest on an evaluation run against your
own artefacts, following the protocol in
Selection criteria .
OWASP Dependency-Track
Site
dependencytrack.org
Steward
OWASP
Licence
Open
Deployment
Self-hostable — full data sovereignty
Input
Native CycloneDX ingestion, via API
Functions
Continuous portfolio re-evaluation, policies, VEX support, project and version management, full API, notifications
Sources
Aggregated public databases
Licences
Tracking of declared licences, with associated policies
Strengths
Zero software cost ; designed for exactly the use the CRA imposes: aggregating SBOMs and replaying them over time; good API; self-hosting
Limits
Real operating cost; no reachability analysis; licence detection limited to declared metadata; austere interface
Verdict
The best entry point. Lets you demonstrate value and run in the processes before any investment, and remains sufficient for many organisations
Snyk
Site
snyk.io
Model
Service, usage-based pricing
Orientation
Developer experience
Strengths
Strong integration with IDEs, repositories and CI chains; enriched vulnerability database; automated fix suggestions; reachability analysis
Limits
Vendor-hosted data — to be assessed against sovereignty requirements; cost grows with project count; the licensing strand is shallower than the specialists’
Verdict
Relevant where the goal is to get development teams to adopt the topic
FOSSA
Site
fossa.com
Model
Service
Orientation
Licence compliance and intellectual property , with a security strand
Strengths
Attribution file generation; legal policy management; reports suited to investor and acquirer diligence; speaks Legal’s language
Limits
Shallower security strand than the specialists; hosting to be assessed
Verdict
Worth considering where the intellectual property strand drives the programme
Black Duck
Site
www.blackduck.com
Model
Enterprise, hosted or on-premises
Orientation
Enterprise software composition analysis
Strengths
File-hash analysis — detects copy-pasted code and undeclared components, which no manifest analysis sees; very deep licence coverage; strong presence in embedded and regulated sectors
Limits
High cost; large result volumes requiring review effort; heavy deployment
Verdict
Relevant for embedded , regulated sectors and organisations exposed to licence audits
Mend
Site
www.mend.io
Model
Service, enterprise
Strengths
Automated remediation, reachability-based prioritisation, broad coverage
Limits
Hosting to be assessed; functional overlap with the above
Verdict
A credible alternative in the enterprise segment
Sonatype Nexus Lifecycle
Site
www.sonatype.com
Model
Enterprise
Distinctive feature
Tight coupling with the artefact repository
Strengths
Applies policy at the repository gate : a non-compliant component never enters the organisation, moving the control upstream
Limits
Coherent mainly if the artefact repository is already from this vendor
Verdict
Worth considering if you want to block at source rather than in CI
JFrog Xray
Site
jfrog.com/xray
Model
Enterprise
Distinctive feature
Integrated with the same vendor’s artefact repository
Verdict
Relevant if and only if that repository is already in place; otherwise the coupling is a drawback
GUAC
Site
guac.sh
Nature
An open project that aggregates and graphs supply chain metadata — SBOMs, attestations, advisories
Use
Complex cross-cutting queries over the dependency and provenance graph
Verdict
Worth watching , for advanced uses; does not replace a steering platform today
What really separates these solutions
Beyond feature lists, four axes make a real difference:
Detection method. Manifests only, or file-hash analysis ? That determines whether
vendored code is visible.
Depth of the licensing strand. Declared metadata, or content analysis and attribution
generation?
Reachability. Can the product tell you whether the vulnerable function is called? That is
the main lever against noise.
Sovereignty and reversibility. Where is the data, and can you leave with your SBOMs and your
history?
The fourth is the one forgotten at purchase and the most expensive on exit.