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Mindburn Labs — Investor FAQ
Q: What is HELM in one sentence? HELM is the governance kernel that ensures every AI agent action is authorized, auditable, and reversible.
Q: Why not just use guardrails or content filters? Guardrails filter inputs/outputs but can't enforce execution boundaries. HELM controls the execution itself — unauthorized actions are cryptographically impossible, not just unlikely.
Q: Is this competing with OpenAI, Anthropic, etc.? No. HELM is infrastructure that works with any AI system. We don't compete with model providers — we provide the governance layer they all need.
Q: Why open-source the core? Trust. If HELM controls what AI agents can do, organizations need to audit it. Open-source establishes HELM as the trusted standard. Revenue comes from the operations platform, not the kernel.
Q: What's the revenue model? Open-core: free OSS kernel + paid platform (team workspaces, compliance automation, fleet operations). Usage-based + per-seat pricing scales with customer AI adoption.
Q: Who are your customers? Any organization deploying AI agents with real-world capabilities: FinTech, HealthTech, DevOps, enterprise automation. Compliance-driven organizations (EU AI Act) are the first wave.
Q: What stage is the product? HELM OSS kernel is live and production-ready. Commercial platform is in development with founding cohort onboarding. Enterprise pilots are in active conversations.
Q: How big is the team? Two co-founders plus an AI-powered autonomous research lab. Hiring engineering and GTM roles with this round.
Q: What regulatory tailwinds exist? EU AI Act (effective 2026), NIST AI RMF, emerging SEC AI disclosure requirements, insurance industry AI governance mandates. All require systematic governance infrastructure.
Q: What's the competitive moat? (1) First-mover in a new category, (2) Open-source standard establishment, (3) Formal verification via UCS, (4) Zero-dependency architecture, (5) Language/platform agnostic.