One Canonical Contract Layer. Multiple Partner Systems.
Normalize scanner findings, attack traces, partner evidence, attack-path results, workforce content, and learner outcomes through stable SecEng contracts - then bind them to the protocols and vendor systems your product already uses.
Related OEM motions
Use the framework to de-risk OEM, scanner-provider, and offensive-platform integrations before claiming native support.
OEM
Embed the SecEng AI security engine in another scanner, platform, managed service, or security product.
Scanner Providers
Add AI application, RAG, agentic workflow, JSON, SARIF, and evidence-bundle coverage to existing scanner products.
Offensive & Adversarial Platforms
Add gray-box context, evidence-qualified attack paths, validation, and remediation intelligence to offensive-security platforms.
Technology Partners
Integrate SecEng capabilities with AppSec, DevSecOps, GRC, marketplace, cloud, or AI governance platforms.
Normalize first, bind second, validate before GTM
The interoperability route explains what can be mapped, what has only been projected, and what requires partner confirmation before public launch.
Findings and Scanner Interoperability
Normalize scanner findings, severity, affected assets, remediation metadata, SARIF-compatible outputs where supported, and evidence references into stable SecEng contracts.
Attack Trace and Evidence Interoperability
Normalize attack traces, validation artifacts, gray-box context, APC results, and remediation chokepoints without claiming live partner acceptance before validation.
Workforce and Learning Interoperability
Normalize role architecture, learning objects, practical labs, readiness scoring, learner outcomes, and cohort intelligence for LMS and workforce platforms.
Protocols Before Proprietary Glue
Prefer canonical contracts and thin vendor bindings before custom one-off glue. Public compatibility does not equal native integration.
What Validation Actually Means
Use the explicit maturity ladder: publicly documented, SecEng projection, fixture validated, native partner confirmed, and live partner validated.
Current Vendor Bindings
AppCheck public model is mapped, but final CST or custom finding write contract remains partner-confirmation required. Verno public projection is not asserted as the current native Verno API. Dreadnode public ATIF and structured-item contracts may be described, but live validation is not claimed. HTB public Academy ingestion is not claimed. Docebo completion concepts and public APIs may be described; provisioning remains tenant-specific.
What We Need From a Partner
Bring a representative API object, finding, trace, schema, content contract, test-tenant path where available, expected lifecycle states, identity mapping, and secret-boundary requirements.
Adapter maturity is a public claim boundary
Fixture validation does not equal live partner acceptance. Public compatibility does not equal native integration.
Publicly documented
The target system exposes public docs or schemas that support a plausible integration path.
SecEng projection
SecEng has mapped likely fields and behavior from public information or representative examples.
Fixture validated
Representative non-sensitive fixtures validate transformation, schema fit, and expected output behavior.
Native partner confirmed
A partner has confirmed the relevant API object, finding, trace, schema, or content contract.
Live partner validated
A scoped integration has been tested in a partner-controlled environment or test tenant.
Move from interest to a scoped commercial path
Every commercial conversation should resolve into a clear program, deployment model, license scope, support expectation, and evidence requirement.
Define the commercial motion
Decide whether this is OEM, reseller, MSSP, enterprise, private-label, or procurement-led.
Run a bounded pilot
Use one integration path, one target class, one reporting output, and one commercial success metric.
Move to operating terms
Finalize license scope, customer-org model, support tier, usage controls, and deployment model.
Bring the native contract before a public integration claim
Share representative objects, traces, findings, schemas, or content contracts so the integration can move from projection to validation.