{"id":"BIZ-012","area":"Business Value","title":"Use economic stop rules","if":"expected remaining incremental value is below expected cost OR risk exceeds tolerance","then":"stop, defer, retire, or redesign the initiative","else":"continue to the next defined review point","operators":["IF","OR","THEN","ELSE"],"laka_levels":["Baseline","Paradigm"],"primary_metric":"net incremental value","guardrails":"sunk-cost bias","rationale":"Makes the decision explicit, measurable, and reversible where possible.","prefix":"BIZ","area_slug":"business-value","source":{"document":"04","file":"04-IF-ELSE-AND-OR-RULEBOOK.md","heading":"BIZ-012 — Use economic stop rules","anchor":"biz-012-use-economic-stop-rules"},"sentence":"IF expected remaining incremental value is below expected cost OR risk exceeds tolerance THEN stop, defer, retire, or redesign the initiative ELSE continue to the next defined review point","area_detail":{"name":"Business Value","slug":"business-value","prefix":"BIZ","count":12},"governs_gates":["demand","business_value"],"precedence":["safety_law_privacy_policy","user_value_and_accuracy","technical_eligibility_and_canonical_correctness","business_value_and_constraints","intent_fit_and_information_quality","measurement_and_learning","efficiency_and_scale","cosmetic_optimization"],"neighbours":["BIZ-001","BIZ-002","BIZ-003","BIZ-004","BIZ-005","BIZ-006","BIZ-007","BIZ-008","BIZ-009","BIZ-010","BIZ-011"],"levels":[{"id":"baseline","name":"Baseline","definition":"The system is observed without changing its structure.","examples":["OBJECT: existing query, page, cluster, or site","ACTION: measure, inventory, classify","OUTCOME: trustworthy baseline"],"rule_count":49,"source":{"document":"01","file":"01-SEO-LAKA-GRAMMAR.md","heading":"10.1 Baseline"}},{"id":"paradigm","name":"Paradigm","definition":"The class of solution changes.","examples":["Examples:","replace a blog post with a free diagnostic tool","replace a static directory with a verified data product","turn service research into a benchmark index","build a proprietary dataset competitors cannot reproduce","make the website agent-operable, not merely readable","create demand rather than only capture existing demand"],"rule_count":10,"source":{"document":"01","file":"01-SEO-LAKA-GRAMMAR.md","heading":"10.5 Paradigm change"}}]}