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ARX

The control plane for enterprise AI.

330 E Liberty, Lower Level
Ann Arbor, MI 48104
(302) 450-5664
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© 2026 ARX QM Holdings, Inc. All rights reserved.

·Patent Pending
All systems operational
·The AI Gateway for Multi-Agent Enterprise.Observe, orient, decide, act, on one runtime.Per-call attribution. Cost-quality routing. Audit by execution.Audit evidence as a byproduct of the runtime executing.One gateway. Every model. Every agent.

What we built

The AI Gateway.
Six surfaces. One runtime.

Every internal agent goes through the same gateway. Every external model and tool plugs in.

A

Internal Agents

  • Invoice OCR
  • Risk scorer
  • Fraud detector
  • Underwriting memo
  • Collections agent
  • LangGraph / CrewAI
  • MCP / A2A clients

Plus your full agent stack across the org.

→
→
ARX

Gateway

Meter·Comply·Router·Memory·Coordinate·Exchange

Per-call attribution · Policy-as-code · Fidelity certificates · Event-sourced audit log

Meter

Per-call attribution, cost accounting, Quality Floor gates.

Comply

Policy-as-code, event-sourced log, control evidence.

Router

Complexity-aware scoring, small-model-first cascade.

Memory

Team-level persistent memory, RBAC, conflict resolution.

Coordinate

A2A v0.3, MCP stateful sessions, AG-UI, framework adapters.

Exchange

Agent marketplace. Sell agents and build new revenue lines.

M

External Models & Tools

  • Anthropic Claude
  • OpenAI GPT
  • Google Gemini
  • Mistral, Llama, Qwen
  • AWS Textract / Azure DI
  • MCP servers, tool APIs

Provider-agnostic. Add or swap any model.

A deterministic shell over probabilistic vendor calls.

Architecture

Three layers. One runtime.

The Gateway is the front door. The Agent Exchange is where specialized agents work together. The Control Plane is always on. Every layer ships in one runtime, not five vendor stacks.

1

Gateway

Entry

Every agent call lands here. Per-call attribution from the first call. Complexity-aware routing. Policy-as-code on every request.

Explore the layer→
2

Agent Exchange

Runtime

Where specialized agents work together. Shared memory, shared state, governed marketplace. The future is not one chatbot.

Explore the layer→
3

Control Plane

Always on

Identity, permissions, policy, observability, audit, and human approval as byproducts of the runtime executing.

Explore the layer→

Audit Mapping

One ledger. Every framework the regulator already binds you to.

Same telemetry, mapped once, reused per audit, per regulator, per region.

EU AI Act

Articles 9, 12, 13, 14, 15

Risk management, logging, transparency, human oversight, accuracy and cybersecurity.

NIST AI RMF

Govern · Map · Measure · Manage

230 controls mapped from gateway events.

SR 11-7

Federal Reserve model risk

Inventory, validation, ongoing monitoring, change management.

NYDFS Part 500

NY DFS cybersecurity

Access controls, audit trails, incident reporting.

FFIEC

IT examination

Vendor management, change management, audit trail.

SOC 2

Trust Services Criteria

Security, availability, confidentiality, processing integrity, privacy.

One gateway. Every model. Every agent.

Walk us through your stack. We will show you which surface lands first, what week one looks like, and how the workload envelope plays out on your traffic.

Connect with the teamStart with the Gateway