CYC Group is where businesses build their human-agent coordination infrastructure. Bring your company. We build the layer where your people and AI agents work as one.
Three pillars of AI-native visibility. Not just ranking — being found, understood, and chosen by both humans and intelligent systems.
Optimizing for AI chat & generative interfaces — ChatGPT, Claude, Gemini. Structured context that AI engines parse, trust, and cite.
Structuring information so AI agents extract, reason, and act on it. Knowledge graphs, entity alignment, machine-readable truth layers.
Classical search visibility — reimagined for an AI-augmented web. Technical excellence meets content that algorithms and humans both love.
An open coordination protocol (C) + an official platform built on top (B). Anyone can read the protocol and build a compatible system themselves. Companies that don't want to build from scratch come here — and because the protocol is open, they are never locked in. Leave, self-host, or interoperate anytime. This is the email model: Gmail is a platform; email is the open protocol. CYC is to agent coordination what email is to messaging.
We don't command agents. We design environments where they self-observe, record their actions, discover patterns in data flows, and autonomously propose evolution of their own logic.
Through CrossEntityUsage, agents share discovery, logistics capacity, and strategic intelligence across independent business entities — turning silos into a living network.
The shift: stop managing agents as tools. Start designing coordination spaces where human intent and agent intelligence converge through ExternalWait handoffs and RevisionLoop refinement.
Every company gets its own agent constellation — domain-specific intelligence embodied in coordination roles. These are examples of what we build for companies like yours.
Orchestrating physical and digital supply flows with the operational precision of Frederick W. Taylor.
End-to-end chain intelligence — sourcing, production, distribution — inspired by Tim Cook's mastery of global logistics.
Capital allocation, risk evaluation, and value discovery across entities — the Buffett of agent-driven finance.
Crafting, iterating, and refining high-stakes proposals with the design thinking of Steve Jobs — from pitch to execution.
Long-range strategic foresight. Pattern recognition across markets and entities — the Sun Tzu of organizational coordination.
Your entry into Agent-Native Operations. This isn't a consulting engagement — it's infrastructure design. Three stages that take you from AI-aware to AI-native.
We analyze your current digital presence, knowledge architecture, and operational workflows through an agent-native lens. Discovery stack baseline (GES/AEO/SEO) and coordination gap analysis.
We design and deploy the coordination substrate: knowledge graphs, entity schemas, agent-interpretable data pipelines, and cross-entity resource routing (CrossEntityUsage). The environment takes shape.
Agents begin self-observing, recording, discovering patterns, and proposing evolution. ExternalWait handoffs and RevisionLoop refinement enable continuous coordination between humans and agents.
multiple business entities operate under the CYC coordination layer — sharing resources, intelligence, and agent capacity through CrossEntityUsage. The entities shown are illustrative of a multi-domain coordination architecture.
"An open coordination protocol — like email, but for human-agent teams. Build on our platform, or build your own. Either way, you interoperate. Either way, you're never locked in."
Bring your business. We build the coordination layer — the infrastructure where human intent meets agent intelligence, where resources flow across entities, and where your company doesn't just adapt to the agent era — it leads it. Open protocol underneath. No lock-in. Your agents, your data, your choice.
— CYC Group, 2026
It's the operational layer where your people and AI agents share context, track work, and coordinate decisions — across departments and across companies. Built on the open Datone protocol.
SEO optimizes for search engines like Google. GES (Generative Engine Search) optimizes for AI interfaces — ChatGPT, Claude, Gemini — so your business is cited, trusted, and surfaced in AI-generated answers.
AEO (AI Engine Optimization) structures your data into knowledge graphs and machine-readable layers so AI agents can extract, reason, and act on your information — not just read it.
Yes. The Datone protocol is open. You own your data, your agents, and your infrastructure. Build here, leave anytime.
Companies that want an agent layer — not just chatbots, but a coordination infrastructure where human decisions and agent intelligence converge across departments and business entities.
Bring your company. We build the infrastructure where your people and AI agents work as one. Open protocol. Leave anytime.
Get StartedAlready running agents? datone.live →
Ready to bring your company onto the coordination layer? Reach out directly.
[email protected]Right now, the CYC coordination protocol is running in production at AMG — the first validation. When proven, this space opens as the entry point where any company builds its agent infrastructure on CYC. Open protocol underneath. No lock-in. Your agents stay yours.