No module works in isolation. A change at any level (requirement, circuit or layout) propagates consistently to the others, so the schematic, the board and the intent behind them stay aligned.
Module 01
Intent Interpretation
Turns a written brief into structured engineering intent.
Extracts voltages, interfaces, environmental limits and implied requirements, scores its confidence in each, and flags uncertain items for review instead of guessing.
Module 02
Component Selection
Matches parts to the requirement, not to habit.
Ranks candidates on electrical fit, cost, lead time and reliability data, and records the reason each part was chosen.
Module 03
Schematic Generation
Builds netlists and schematics from proven circuit patterns.
Parameterised patterns for power rails, drivers, protection and filtering are combined into a complete schematic in standard EDA formats.
Module 04
Layout Optimisation
Places and routes against competing objectives.
Searches for Pareto-optimal layouts across trace length, via count, EMI exposure, thermal hotspots and signal integrity, so trade-offs are shown rather than hidden.
Module 05
Rule and Compliance Engine
Enforces what must not be negotiated.
Electrical safety, manufacturing and design rules are checked before, during and after generation. Safety-critical rules hold a veto over optimisation.
Module 06
Learning Loop
Improves from reviewed outcomes.
Where an engagement permits it, reviewer edits, DRC results and acceptance decisions refine interpretation and optimisation through versioned, regression-tested model releases.