Research

Field notes for making enterprise AI work.

Benchmarks, methods, and lessons from mapping complex work and turning it into AI systems that perform in production.

May 28, 2026BenchmarkResearch

Linc's Architect Beats Every Frontier Model at Enterprise Transformation Work

Benchmarking Linc Architect against frontier baselines from Anthropic, OpenAI, and Google across workflow replication, opportunity discovery, and to-be design — 13 task instances, 8 source workflows, panel-deliberated gold standards.

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