Physics-first. Engineering-led. Transparent by design.
This page is maintained by RHYDAK to answer common engineering, security and governance questions. It reflects current practices; independent certifications are being pursued as the company matures.
Physics First
Every model, score and recommendation is anchored in thermodynamics, heat transfer and reliability engineering — not correlation alone.
Engineering First
AI is an enabling technology. Engineering judgement, standards and field experience remain the primary source of truth.
Explainable Intelligence
No black boxes. Every alert, ranking and prediction carries a physical mechanism and an evidence trail.
Transparent Methodology
Assumptions, boundaries, uncertainty and units are documented on every calculation and report.
Sustainability by Design
Decarbonisation, refrigerant management and lifecycle thinking are part of the default operating point, not an add-on.
Data-Driven Decisions
Operator intuition is respected and instrumented — turned into an auditable evidence base for finance and regulators.
Data Governance
Clear ownership, minimum-necessary collection, retention schedules aligned to operational need. Customer facility data is treated as sensitive by default.
Security
Encryption in transit and at rest, principle of least privilege, isolated environments per customer, and regular third-party review as the company matures.
Privacy
No personal data is required to deliver engineering intelligence. Where contact information is collected, it is used only to respond to enquiries.
Methodology & Standards
Calculations align with ASHRAE and ISHRAE guidance where applicable. Uncertainty is quantified; assumptions are stated on every report.
Engineering Integrity
Engineering conclusions are evidence-based, assumptions are documented and calculations are transparent. RHYDAK does not make performance claims that cannot be technically substantiated.