SWIRL 5.1 Sneak Preview: Auto-Pinning - AI Autonomy with Guardrails

How much autonomy should your search AI have? SWIRL 5.1 lets you choose: Off, Assist, or Auto, like an AI copilot for your knowledge base. In Auto mode, SWIRL elects the best version of a document and pins it during the search itself, but only when every guardrail passes: a clear winning margin and cluster integrity above threshold. Ambiguous cases wait for a human in the review queue. Every automatic decision is fully audited and reversible with one click. In this 90-second demo, real product, real documents: A search finds four versions of the same master services agreement. SWIRL elects the executed 2026 final and pins it live, winning margin 1.48x. Two near-identical vendor questionnaires score within 7 percent of each other. SWIRL holds them for human review instead of guessing. The yield dashboard tracks automatic and human decisions side by side. Autonomy with guardrails. That is the difference! Try SWIRL: https://swirlaiconnect.com Docs: https://docs.swirlaiconnect.com SWIRL 5.1 Sneak Preview: https://swirlaiconnect.com/5-1-preview