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Common questions about the Aurus reconciliation engine and deployment.

DoKrunch vs. Other AI
Product & Capability
Technology & Architecture
Security & Trust
Value & Adoption

I'm already happy with my ChatGPT, Claude, or Grok — why do I need an enterprise AI platform like DoKrunch?

ChatGPT, Claude, and Grok are phenomenal general-purpose assistants — and for answering questions, drafting emails, or exploring ideas, they're hard to beat. But they were never designed to run business-critical workflows. That's a fundamentally different job, and it's what DoKrunch is built for. Standalone LLMs are stateless, non-deterministic, and make no accuracy guarantees. Agent frameworks add multi-step automation but remain brittle, weakly governed, and non-compliant. DoKrunch is an enterprise AI platform that layers persistent structured data, deterministic outputs, full audit trails, native ERP/CRM integration, and production-grade governance on top of AI reasoning — so the same AI power is safe to deploy in regulated, revenue-impacting processes. See the full side-by-side comparison →