Agentic operation you can trust.
Fabric Zero gives autonomous agents a constitution—values, heuristics, and adversarial
governance—so every decision is defensible, auditable, and aligned with what your organisation
actually believes.
We are crossing the threshold from "Assistant" (Human-in-Loop) to "Agent" (Human-on-Loop). As autonomy increases, the cost of error scales exponentially. The gap between what models can do and what they should do is now a liability.
Every enterprise deploying agents faces the same convergence of needs: Security needs containment, Compliance needs auditability, and Operations needs reliability. Fabric Zero unifies these demands into a single constitutional fabric.
The prevailing approach—"Prompt Engineering"—is an attempt to control behavior through suggestion. Fabric Zero controls behavior through architecture. We do not suggest; we enforce.
"Write clean code" fails when an agent encounters a novel edge case. "Dependability > Speed" survives novelty.
"Write clean code" is an instruction. "Dependability is the product" is a value. Instructions are finite enumerations of expected conditions — they fail silently the moment an agent encounters something its prompt didn't anticipate. Values provide generative principles that survive novelty.
Without a persistent definition of self, agents regress to the statistical mean of their training data — the generic "helpful assistant." Your security critic becomes conciliatory. Your compliance officer starts approving everything. This isn't a model bug; it's an architectural failure.
Most autonomous systems fail at the "Unless": "Approve this transaction... unless it looks suspicious." Automating "suspicious" requires a mental model of "bad." Fabric Zero solves this through Dialectical Governance.
"Judgment is not a capability to be prompted. It is a cultural property to be encoded. The gap is not in the model's intelligence; it is in the architecture's inability to sustain a point of view."— The Constitutional Agent: Scaling Judgment in the Synthetic Organisation
Fabric Zero introduces a constitutional ontology that encodes identity, values, heuristics, and capability as composable, version-controlled layers. Creating a new specialist is a writing exercise — not an engineering project.
Every agent is assembled Just-In-Time from these artifacts. The Constitution occupies highest prompt priority, ensuring values always override competing instructions. A single edit to VALUES propagates across your entire synthetic workforce — achieving organisational alignment with a single commit.
See It In Action ↓Highest Authority. Organisational principles that resolve conflicts. When "User Convenience" clashes with "Data Integrity," the Constitution decides.
Active Memory. Rules of thumb derived from past failures. "If X happens, check Y." This is executable wisdom that prevents history from repeating.
The Self. The agent's internal monologue, cognitive biases, and boundaries. A "Critic" is paranoid by design; a "Planner" is optimistic.
Decoupled Tools. Any persona can wield any tool, but they wield them differently based on their Soul and Constitution.
Every consequential decision passes through a dialectic: opposed agents debate, an impartial adjudicator weighs arguments against the constitution, and a governance gateway enforces escalation thresholds.
Proposes action
Challenges against heuristics
Weighs against VALUES
Enforces governance tier
Execute or route to human
Proposes the optimal path to the goal. Injected with an optimistic soul, it optimizes for speed, utility, and completion.
Attacks the plan using the full HEURISTICS failure history. Injected with a
paranoid soul to apply genuine adversarial pressure.
Weighs the proposal against the VALUES Constitution. If confidence falls below
threshold, the Gateway escalates to a human.
Platform Observability
Comprehensive configuration and monitoring give you complete control and visibility into how your synthetic workforce thinks, debates, decides, and learns.
From constitutional editing to heuristic gardening, from trust ladders to token economics — every layer of AI governance, operationalised.
Every consequential action passes through structured Planner → Critic → Adjudicator debate. Reliability emerges from conflict, not from the perfection of any single node.
Tiered action classification with scoped token generation. The Gateway blocks execution when confidence drops below threshold or when actions exceed the agent's delegation authority.
Git-backed VALUES editing with version control, diff views, and Constitutional Unit Tests. A proposed amendment runs against 47 ethical dilemmas before reaching production.
Failures generate heuristics automatically. A Gardener Agent prunes redundancy. A Scientist Agent stress-tests validity — chaos engineering for culture. Superstitions get deprecated; wisdom compounds.
Four-stage graduated autonomy: Human in Loop → Human on Loop → Human over Loop → Autonomous. Each workflow earns trust independently through measurable performance criteria.
Every token is a judgment investment. Track cost per reliable decision, governance overhead, judgment ROI, and compounding efficiency gains. Know exactly what good governance costs.
Each workflow independently climbs a trust ladder. Delegation expands only when measurable criteria are met — and automatically contracts when they aren't.
Agent proposes, human approves every action. Full training wheels.
Agent acts within delegation bounds. Human reviews exceptions and overrides.
Agent operates autonomously. Human monitors dashboards and audits periodically.
Full self-governance within constitutional bounds. Human intervenes only on constitutional amendments.
Every action is classified by risk and routed through the appropriate governance tier
HEURISTICS is, over time, the most strategically valuable artifact in the system. Each entry represents a failure your organisation will never repeat.
Unlike documentation that's read intermittently or post-mortems that are filed and forgotten, heuristics are loaded into every agent at spawn time. They are active, executable knowledge. Competitors may access the same base models — they cannot replicate your accumulated wisdom.
Outcome deviates from constitutional expectation
Root-cause analysis generates candidate heuristic
Human or executive agent approves the new rule
Rule injected into every subsequent agent spawn
Controlled violations test continued validity — superstitions get pruned
The token tax is real — governance consumes ~31% of compute. But the ROI is overwhelming. Two prevented high-stakes errors are worth more than the entire month's governance budget.
If your organisation is moving from AI experiments to AI operations, Fabric Zero is the governance layer you're missing.
You're deploying agents that touch production systems, customer data, and financial transactions. You need an architecture that makes AI decisions auditable, reliable, and structurally sound — not prompt-engineering held together with duct tape.
You're building multi-agent systems and hitting the judgment wall. Your agents execute tasks perfectly but make terrible decisions. You need adversarial reliability, persona coherence, and a principled escalation mechanism.
Every AI decision in your organisation is a potential regulatory event. You need the entire judgment architecture to live in human-readable form — traceable to specific values, heuristics, and approval chains. Interpretability is not optional.
You're measuring the ROI of your AI workforce and need governance that doesn't kill efficiency. Fabric Zero's tiered decision triage ensures 64% of decisions fly through fast-path while only 3% require human intervention.
The prevailing model of agent design treats intelligence as a commodity: inject a model, attach tools, write instructions, ship. This approach works for narrow task automation but fails the moment an agent must exercise judgment.
Fabric Zero exists because we believe the most important question in enterprise AI is not "How smart is the model?" but "How do you encode what your organisation believes into systems that act on its behalf?" Constitutional Architecture is our answer.
Read the full trilogy: Enterprise AI Architecture · The Constitutional Agent · Governance of the Synthetic Organisation
Fabric Zero is currently in private beta with select enterprise partners. Register your interest to see the full platform and discuss your governance requirements.
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