Building reliable systems in the real world

Software × Aviation × Manufacturing

Complex Machines partners with teams to design, build, and operate technology that ships, flies, and scales. We like crisp APIs, clear dashboards, and processes that survive contact with reality.

TypeScript Postgres Kubernetes AWS GCP React Python
APIs
Ops
DFM
Safety

Services

Advisory to hands-on engineering. Short sprints or multi-quarter initiatives.

Engagements quarterly
Software Systems

Architecture, APIs, and data pipelines built for reliability and scale.

TypeScriptPythonCloud
Aviation

Safety-first engineering, flight ops tooling, and regulatory alignment.

Part 91/135EFBQMS
Manufacturing

From prototype to production: engineering, process, quality, and throughput.

DFMLeanPLM
Technology

Roadmaps that balance velocity, risk, and long-term maintainability.

ArchitectureSecurityCost
Systems Design Observability Mastery Learning ETL CI/CD AOG Response SPC Human Factors Digital Twins Edge Compute LORA / Telemetry Documentation Systems Design Observability Mastery Learning ETL CI/CD AOG Response SPC Human Factors Digital Twins Edge Compute LORA / Telemetry Documentation

Operating Principles

We aim for Stripe-like polish with operational pragmatism. The intersection of software and the physical world rewards teams who make things simple, observable, and safe.

  • Clarity over complexity

    We reduce needless abstraction and optimize for teams and outcomes.

  • Reliability by design

    Measure what matters; automate what repeats; test what can fail.

  • Respect for operators

    Shop floors and flight decks are the source of truth.

Recent Focus
Uptime targets
> 99.95%
Lead time
Days not weeks
SRE + QA
Built-in
Docs
Habitual

Let’s build something dependable

Briefly share your objectives and constraints. We’ll reply with a clear next step—no spam, no fluff.

Complex Machines LLC

Software • Aviation • Manufacturing

Incorporated USA
Timezone PT / ET
Status Accepting New Clients
Response 24 Hours