Eval-only positions will commoditize within 12-18 months without pivot to integrated stack.

{
  "doc": "/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-13_firmographic-grounding.md",
  "claim": "Eval-only positions will commoditize within 12-18 months without pivot to integrated stack.",
  "horizon": "12-18 months",
  "section": "Reframe upfront",
  "category": "adoption",
  "confidence": 0.75,
  "depends_on": [],
  "extracted_at": 1778899723,
  "extracted_by": "haiku-4-5",
  "status_check_log": [],
  "evidence_threshold": "Patronus, Martian, Scale demonstrate survival only through pivot to adjacent layer (eval→routing, eval→interpretability); positions without pivot exit market or consolidate into frontier labs."
}