Applications · Example domain

Engineering and Reliability

Evidence chronologies for failures, maintenance records and system capacity, with engineering judgment left to engineers.

Architecture defined The data model, risks, controls and intended decisions are documented. No operating system is implied. Risk tier 3 / 4

Problem

Reliability questions depend on records that are scattered across operators, regulators and maintenance systems, and a headline number often hides what was actually tested.

Evaluation method

Claims are traced to sources. Operational use would need evaluation against current system data.

Human review

Licensed engineers or the responsible safety authority decide. Public demonstrations have not had that review unless stated.

Decision authority

Delta Arc holds no engineering licence. Authority stays with licensed engineers, operators and regulators.

Permitted uses

  • Public-record chronologies
  • Comparing figures by method and evidence state
  • Preparing questions for qualified engineers

Prohibited uses

  • Engineering determinations or stamped opinions
  • Airworthiness or safety certification decisions
  • Maintenance instructions
  • Reliability findings presented as fact
  • Allocating liability

Decisions this could support

  • Which records establish what happened and when
  • Which capacity or failure figures measure different things
  • What an engineer needs to verify next

Source hierarchy, strongest first

  1. Regulator and investigator records
  2. National laboratory and standards body publications
  3. Operator filings
  4. Press reporting, for context only

Domain rules

  • Different figures stay attached to their own methods
  • Open investigations are labeled as open
  • No conclusion about fault

Data restrictions

  • No controlled technical data
  • No operator-confidential records without a written agreement

Applicable standards

  • ISO 55000 asset management
  • ISO 14224 reliability data
  • IEC 61508 functional safety
  • NERC reliability standards

Named because a real deployment would have to address them. Delta Arc claims conformity with none of them.

Not claimed

  • Professional engineering services
  • Certification or airworthiness authority

Examples, not limits. A reusable core does not replace domain validation. Each implementation needs its own sources, rules, controls, testing and qualified review for its intended use.

Last reviewed 2026-11-02 · Report a correction · Published by Delta Arc, LLC · Editor: Michael Davis