About CONSTRAINT LAYER RESEARCH LLC
Constraint Layer Research provides citation integrity audits, AI bias elimination, and generative engine optimization services. Founded by Christopher Finks, the company aligns with the NIST AI Risk Management Framework and has conducted over 89 analyses across 16 sectors.
Citation integrity auditsAI bias eliminationGenerative engine optimization (GEO)AI visibility auditsContent optimization for AI citationDefense and geopolitical analysis
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