Adds confidence scoring, escalation detection, and reasoning to the
deterministic filter. All assessment is deterministic (no LLM).
Confidence scoring (0.0-1.0):
- +0.25 industry specified
- +0.15 company size specified
- +0.20-0.30 scope signals provided
- +0.15 controls found
- +0.15 no contradictions
- Capped at 0.75 for escalation cases
Escalation triggers:
- Contradictory signals (holds_client_funds without operates_payment_service)
- Ambiguous signals (provides_embedded_connectivity)
- Financial signals without explicit payment service declaration
- Incomplete profile (no industry, size, or signals)
Reasoning: template-based, includes active signals, control count,
scope-condition descriptions, and warnings.
Response now includes "assessment" field with confidence, escalation_flag,
escalation_reason, inferred_signals, reasoning, and warnings.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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