Functional Specs
Functional specifications define what a system must do — before defining how it does it. In manufacturing, they are the logic layer that sits between P&ID diagrams and control system implementation.
Functional specifications define what a system must do — before defining how it does it. In manufacturing, they are the logic layer that sits between P&ID diagrams and control system implementation.
When every physical event in a factory is sensed, every machine identity is on-chain, and every process improvement compounds through shared data — who owns the productivity gain?
Is the industry delivering on the dream — plants that improve every cycle, hit OEE targets, ship on time, scrap nothing, attest their carbon, and keep operators safe — at a cost the operator can absorb?
What does the manufacturing industry operate on — and what is changing underneath it?
Who participates in the manufacturing community — and what positions does each player fill?
What truths shape how value gets created and captured across the manufacturing industry?
How does the manufacturing industry actually run — line by line, recipe by recipe, batch by batch?
Novel materials are the foundation of frontier industries — no robots without actuators, no space without heat shields
Manufacturing Resource Planning
A Validated Virtuous Feedback Loop (VVFL) is a feedback loop where the setpoint serves beyond self, the gauge measures reality, and each cycle leaves the system stronger than it found it. Not every positive loop is virtuous — three distinct loop types determine where any system ends up: