Kayraxis Platform
The Kayraxis toolchain

Notes from real systems.

The technical assets behind the platform, documented the way they are built: what each one is, how it is architected, and what it costs to run. Written by the people building them.

Agents

Out-of-the-box agents — Ask, Research and Work — priced by the run, so customers buy outcomes, not architecture.

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Archive · all assets
Neuro-symbolic AI Loop Harness

The engine behind the Work agent: every proposal the model makes is validated against deterministic checks before it reaches a human.

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Semantic Context Knowledge Graph

A means to build an enterprise's business context as a knowledge graph — including the hardest part, eliciting tacit knowledge from experts.

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Long-term Memory Service

The persistent, governed memory layer agents plug into over MCP: episodic, semantic and procedural memory with provenance, ACLs and audit.

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Regulatory Compliance Service

Regulations and cases as triples on a domain ontology, checked during workflow execution and fed to the symbolic reasoner.

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