Evidence discipline

Every claim cited. Product metrics labeled.

Independent research on agentic AI governance — linked to primary sources. SourceA product specs (boot checks, replay time) are labeled separately from market hypothesis stats.

40%+Agentic AI projects at cancellation risk by 20271
GovernDecision boundaries + audit at scale2
<5mLive replay proof · product specP

Why proof matters now

Board-level questions need receipts

Every action

Session-start prompts cannot govern tool calls at dispatch. Buyers expect request-level policy enforcement on every irreversible agent step.

[4] NIST (2024). Generative AI Profile. Primary source ↗
Govern

Enterprises must define agent autonomy levels, decision boundaries, behavior monitoring, and audit mechanisms — formalized for development, deployment, and usage.

[2] McKinsey & Company (2025). Seizing the agentic AI advantage. Primary source ↗
Prove

Governance must answer: Can we reconstruct agent decisions end-to-end? Do we have rollback when something goes wrong? — proof of control, not policy slides.

[3] McKinsey (2025). Trust in the age of agents. Primary source ↗

Framework alignment maps

Educational mapping only

Alignment maps only · not certification · not legal advice

NIST AI RMF 1.0Maps to GOVERN · MEASURE
ISO/IEC 42001:2023Maps to Clause 6 · 8
EU AI ActMaps to Art. 12 · 14
OWASP LLM Top 10Maps to LLM06 · LLM08
MITRE ATLASAgent threat taxonomy
NIST GenAI ProfileGenerative + agentic

Reference list

  1. Gartner (2025). Gartner predicts over 40% of agentic AI projects will be canceled by end of 2027. Press release ↗
  2. McKinsey & Company (2025). Seizing the agentic AI advantage. Article ↗
  3. McKinsey (2025). Trust in the age of agents. Article ↗
  4. NIST (2024). Generative AI Profile. Profile ↗
  5. SourceA product spec. sourcea-boot --json four checks · live replay under five minutes · documented on proof chain.

Methodology for capability comparisons: COMPETITOR_SITES_UI_BENCHMARK_2026-06-15_v1.md (SourceA archive).

See it on your stack

Walk shadow mode → export bundle → tamper-FAIL — live on your screen.