Phase 8 Subsystem100% Deterministic Grounding

Fabric AI Engineering Advisor

A technical explanation layer grounded in Microsoft Fabric October 2026 guidelines. Explains why a specific F-SKU was recommended, calculates break-even reservation thresholds, and reviews architectural flow without fabricating numbers.

Non-Speculative Trust Architecture: The AI Advisor functions strictly as an explanation layer. Numerical capacity requirements, pricing multipliers, and break-even hours are calculated deterministically from documented formulas and cannot be altered by model hallucinations.

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