We’re building the layer that will govern AI.

Reasoning, Not Predicting.

Reasoning, Not Predicting.

No Blind Trust.

AI Needs Governance.

Standardized Decisions?

Chimera

Chimera

Chimera

Project Chimera
Don't Trust AI
Trust Architecture
Project Chimera
Trust Architecture
Project Chimera
Trust Architecture

Chaos thinks. Structure decides. 

Chaos thinks. Structure decides. 

Large Language Models are brilliant, but they are fundamentally unreliable. They hallucinate, they lack causal understanding, and they cannot guarantee safety.

Without governance, intelligence becomes a liability. In our benchmarks, unconstrained LLM agents spiraled into millions of dollars losses within weeks.

The red line represents LLM alone. The yellow line represents Chimera.

Neuro Symbolic Causal Architecture 

Neuro Symbolic Causal Architecture 

Neuro Core

Model-Agnostic Strategy

Leverage the reasoning power of any SOTA model; from GPT-4o to open-source weights. The Neuro Core handles intent extraction and creative hypothesis generation, translating abstract business goals into structured plans.

Multi-Model Orchestration

Zero-Shot Intent Extraction

Advanced RAG Pipeline

Dynamic Tool Usage

Neuro Core

Model-Agnostic Strategy

Leverage the reasoning power of any SOTA model; from GPT-4o to open-source weights. The Neuro Core handles intent extraction and creative hypothesis generation, translating abstract business goals into structured plans.

Multi-Model Orchestration

Zero-Shot Intent Extraction

Advanced RAG Pipeline

Dynamic Tool Usage

Neuro Core

Model-Agnostic Strategy

Leverage the reasoning power of any SOTA model; from GPT-4o to open-source weights. The Neuro Core handles intent extraction and creative hypothesis generation, translating abstract business goals into structured plans.

Multi-Model Orchestration

Zero-Shot Intent Extraction

Advanced RAG Pipeline

Dynamic Tool Usage

Symbolic Guardian

TLA+ Verified

Where neural networks guess, logic proves. Powered by TLA+, this layer wraps the LLM in mathematically rigid constraints. It rejects hallucinations and unsafe actions before they can reach the execution environment.

Runtime Formal Verification

Hallucination Firewall

TLA+ Constraint Logic

Immutable Audit Logs

Symbolic Guardian

TLA+ Verified

Where neural networks guess, logic proves. Powered by TLA+, this layer wraps the LLM in mathematically rigid constraints. It rejects hallucinations and unsafe actions before they can reach the execution environment.

Runtime Formal Verification

Hallucination Firewall

TLA+ Constraint Logic

Immutable Audit Logs

Symbolic Guardian

TLA+ Verified

Where neural networks guess, logic proves. Powered by TLA+, this layer wraps the LLM in mathematically rigid constraints. It rejects hallucinations and unsafe actions before they can reach the execution environment.

Runtime Formal Verification

Hallucination Firewall

TLA+ Constraint Logic

Immutable Audit Logs

Causal Engine

Counterfactual Reasoning

Prediction is not enough; you need causality. This engine models causal relationships to simulate outcomes. It distinguishes between spurious correlations and true drivers of ROI, ensuring decisions are robust.

Structural Causal Models (SCM)

Counterfactual Simulation

Intervention Planning

Direct Optimization

Causal Engine

Counterfactual Reasoning

Prediction is not enough; you need causality. This engine models causal relationships to simulate outcomes. It distinguishes between spurious correlations and true drivers of ROI, ensuring decisions are robust.

Structural Causal Models (SCM)

Counterfactual Simulation

Intervention Planning

Direct Optimization

Causal Engine

Counterfactual Reasoning

Prediction is not enough; you need causality. This engine models causal relationships to simulate outcomes. It distinguishes between spurious correlations and true drivers of ROI, ensuring decisions are robust.

Structural Causal Models (SCM)

Counterfactual Simulation

Intervention Planning

Direct Optimization

Project Chimera
Don't Trust AI
Trust Architecture

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We invite you to our live demo. 170+ researchers have tried. See how Chimera enforces constraints in real-time.

A deep dive into the neuro-symbolic-causal architecture and mathematical proofs backing the system. Full transparency on the causal logic and TLA+ verification methodology.

Explore the source code, implementation details, and integration examples. We invite engineers and researchers to review our architecture and contribute. Join us in building the standard for AI governance.