Built by Systems Engineers
Who Felt the Problem
MZI Aviation (dba MZI Solutions) is an aviation and systems engineering technology company. We created SECC because we experienced firsthand what manual document review misses — and what those misses cost programs.
SECC — Systems Engineering Command Center — is an AI-powered document analysis platform that automates review of systems engineering artifacts for defense, FAA, and aerospace programs. It detects cross-document inconsistencies, verifies requirements traceability, identifies semantic conflicts, and checks INCOSE standards compliance, delivering a quantitative System Health Score for every review cycle.
The Origin of SECC
Systems engineering programs live and die by the quality of their documentation. Requirements that contradict each other, interfaces that are never fully defined, test plans that don't trace back to requirements — these are the issues that turn CDRs into failure investigations and push delivery dates to the right.
The MZI Aviation team worked on aviation safety and defense programs where these exact problems surfaced repeatedly. Despite competent engineering teams, the sheer volume of interconnected documentation made manual cross-review impractical. Issues were found late, often by accident, at a point where correction was expensive.
We built SECC to automate the discovery layer — the systematic, exhaustive cross-document analysis that human reviewers simply cannot sustain at scale. Our goal was a tool that could sit alongside an experienced systems engineer and surface the things they would have found eventually, before it was too late.
The result is a platform grounded in INCOSE systems engineering principles, built on established MAUT methodology for scoring, and designed to operate in the security environments that real programs require.
INCOSE-Aligned Development
SECC's analysis logic and compliance checking are built against the INCOSE Systems Engineering Handbook. We treat standards alignment as a hard requirement, not a marketing claim.
How We Think About This Problem
Four principles that shaped every decision in building SECC.
Rigor Over Approximation
We built SECC on established decision science (MAUT) rather than opaque scoring heuristics. Every health score is reproducible, auditable, and explainable.
Augment, Don't Replace
SECC amplifies the judgment of experienced systems engineers. We automate the discovery work so human experts can focus on resolution and decision-making.
Security First
We designed for air-gapped environments from day one. Customer document data stays where it belongs — under your control.
Standards-Grounded
SECC's compliance engine is built against INCOSE SE Handbook, ARP 4754A, and applicable DoD standards — not invented criteria.
“Our mission is to give systems engineering teams the analytical tools they need to build right — the first time.”
Work With Our Team
Whether you are evaluating SECC for your program or want to discuss a specific technical requirement, we want to hear from you.