A governance substrate for AI-mediated work. Ubiquity helps AI harnesses know when to act, when to ask, and how to carry human judgment forward into safer autonomy.

Prompted LLC, founded by Breyden E. Taylor in 2023, Indiana, self-funded.

Is Ubiquity an AI governance platform?

It is closer to coherence infrastructure than a platform. The substrate sits beneath the harness, not above it.

Is Ubiquity the same as Context Grapple Gun?

No. CGG is the portable governance lifecycle that proves Ubiquity's grammar inside Claude Code. Ubiquity is the substrate; CGG is the lifecycle that seeds it.

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Canonical · L3 Category·Pre-release

Ubiquity

Ubiquity is coherence infrastructure for AI-mediated organizations. It is Prompted LLC's purpose-driven coherence engine for AI-mediated work — helping AI systems know when to act, when to ask for human judgment, and how to turn that judgment into safer autonomy over time.

Plain definition

Ubiquity is Prompted LLC's purpose-driven coherence engine for AI-mediated work. It is a software/logical governance substrate that helps AI harnesses know when to act, when to ask for human judgment, and how to turn that judgment into safer autonomy over time.

Why it matters

AI systems increasingly participate in forming operational reality. Without a substrate that preserves identity, judgment, authority, memory, and mutation discipline, human–AI co-creation fragments shared reality instead of compounding it.

What it is not

A prompt-engineering layer.
A model wrapper.
A compliance dashboard.
The same product as Ubiquiti, Ubuntu Ubiquity, Mozilla Ubiquity, or Ubiquity Global Services. See /not-this.

Example

A coding agent surfaces a recurring architectural lesson. Ubiquity's primitives — Signals, Warrants, Rules — route that lesson through review and promote it only when evidence stabilizes. The next session inherits durable guidance instead of re-deriving it.

Where it appears in Ubiquity

Ubiquity is the substrate. Context Grapple Gun is the developer-facing lifecycle that proves the grammar in Claude Code.

Ladder context

Demand ladder

L1 Pain→L2 Contrast→L3 Category→L4 Primitive→L5 Branded

← Up the funnel

AI governance research substrate

Down the funnel →

Context Grapple Gun

Adjacent transitions

Related terms

Frequently asked

What is Ubiquity?: A governance substrate for AI-mediated work. Ubiquity helps AI harnesses know when to act, when to ask, and how to carry human judgment forward into safer autonomy.
Who builds Ubiquity?: Prompted LLC, founded by Breyden E. Taylor in 2023, Indiana, self-funded.
Is Ubiquity an AI governance platform?: It is closer to coherence infrastructure than a platform. The substrate sits beneath the harness, not above it.
Is Ubiquity the same as Context Grapple Gun?: No. CGG is the portable governance lifecycle that proves Ubiquity's grammar inside Claude Code. Ubiquity is the substrate; CGG is the lifecycle that seeds it.