Cube A Cloud

AI employees for high-stakes decisions.

We design decision systems that audit risk,

enforce correct sequence,

and prevent irreversible mistakes.

Core Mission

Building institutional-grade decision infrastructure for contexts where failure is not acceptable.

What We Are / Are Not

Clear boundaries define institutional trust.

We Are	We Are Not
Decision system designers	Automation for everything
Risk-first	Chatbots
Compliance-aware	Outcome guarantees
Human-in-the-loop	Replacements for licensed professionals

Trust Principles

How we build systems that earn institutional confidence.

Transparency

All decision paths are documented and auditable.

Constraint

Systems operate within defined boundaries, not beyond them.

Verification

No action proceeds without structured validation.

Refusal

Systems decline engagement when risk exceeds capacity.

Engagement Protocol

Every engagement follows a defined sequence. No exceptions.

Discover

Initial exposure to a decision system.

Screen

Light risk detection. No commitment allowed.

Audit

Structured verification. Human review where required.

Deploy

Controlled system activation with defined boundaries.

Monitor

Ongoing risk and rule tracking.

Full protocol documentation: /protocol

System Guarantees

Non-negotiable constraints built into every system we design.

✓No decision commitment without human verification.

✓No bypass of regulatory requirements.

✓No operation outside defined scope.

✓No hidden decision logic or black-box reasoning.

Why Decisions Fail

Common failure patterns our systems are designed to prevent.

—Commitment before verification.

—Sequence ignored.

—Policy volatility assumed away.

—Informal promises trusted.

—Exit paths undefined.

Prevention Over Correction

Cube A Cloud systems are designed to prevent these failures before they occur, not to recover from them afterward.