Acuion - AI Reliability Solution

The Market Contradiction

The industry is spending $1T+ on AI it cannot safely deploy. This creates a $2T revenue gap—and the Trust Gap that prevents AI from becoming a true Teammate.

Source: Bain & Co., Sequoia Capital

The Evidence of Market Failure

95%

Enterprise pilots fail—blocked by a lack of trust, not capability.

⛔

High-value verticals stalled. Liability risk prevents AI from becoming a trusted partner in medicine, law, and automotive.

📉

Foundation models are a commodity—competing on price, not the one metric that matters: Trust.

The Tipping Point: A $200B Market Mandate

The Golden Dome Project ($175B—$225B) has an urgent, non-negotiable requirement for verifiable AI trust.

The demand for a new architectural solution is no longer theoretical. It is funded and immediate.

⚡ FUNDED & IMMEDIATE

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Our Core Innovation: Cascade AI Brain Theory (CAIBT)

The Past

Brittle AI

Monolithic, probabilistic models that fail unpredictably.

→

The Future

Collaborative & Deterministic AI

A verifiable, self-correcting cascade that engineers trust into AI, enabling true partnership.

✓ This is not theory. Core components are field-tested and ready for pilot deployment.

The De-Risking Path

Our seed round is designed to systematically de-risk the investment by achieving two critical milestones:

Technical De-Risking

(12 Months)

Deliver a verifiable 4-10x trust and reliability gain in an independently audited experiment.

Market De-Risking

(15 Months)

Win our first major contract via our $20M federal pipeline, validating our GTM with the world's most demanding customer.

Next Step: The Urgent & Exclusive Opportunity

This is the opportunity to invest in the foundational trust layer for the Collaborative Intelligence Era .

We are meeting with a select group of visionary partners to build the future of AI. We believe Mayfield is a critical part of that conversation.