Deterministic control over probabilistic or chaotic systems.
Making complex systems safer, faster, easier to operate, and easier to scale — across CI/CD governance, platform engineering, DevSecOps, and adaptive governance architecture.
Systems architecture and governance IP
Innozate Solutions LLC is the IP holding company for the research, frameworks, and architectural systems developed by Tish Johnson — Principal Architect specializing in platform engineering, secure software delivery, and governance architecture.
The through-line across all of this work is the same: probabilistic systems — whether they are CI/CD pipelines, LLM inference, code execution paths, or security postures — become safer and more reliable when deterministic controls are embedded at the right points, behavior is made observable, and that signal is used to intervene earlier.
Active systems under development
SAGE — Secure Adaptive Governance Engine. An adaptive governance architecture that moves policy from documents and committees into live engineering systems — sensing risk, enforcing controls, and learning from operational outcomes over time.
SEVEN — Secure Ecosystem Vulnerability Evaluation Network. A deterministic DevSecOps governance framework that turns CI/CD execution, SBOMs, vulnerability scanning, policy gates, and audit events into a single traceable control plane.
ConfigAtlas — Mapping the hidden topology and static lineage of declarative configurations. Treats workflow YAML and pipeline definitions as queryable structural data — surfacing field lineage and blast radius before runtime, not after something breaks.
Portfolio — Case studies, architecture write-ups, and technical essays documenting real decisions made under real constraints: github.com/TishJJ/tj_portfolio