A Researcher, a Producer, and a Coordinator — scoped to your workflows, supervised by your operators, priced to the work produced.
Arx deploys three agents per knowledge worker. The human owns judgment and relationships. The agents own the throughput.
Reads the data rooms, prior transcripts, sell-side notes, internal updates, and policy documents. Surfaces the right inputs at the right moment. Never gets tired. Never misses a source.
Produces the Q&A brief, the implementation runbook, the model documentation, the investor deck. Your operator edits and signs. The blank page is gone.
Keeps the Finance hand-off on time, the analyst meetings calendared, the milestone tracker current. The work doesn’t stall between humans. Coordination becomes infrastructure.
Each agent operates with scoped permissions, named human supervision, and a verifiable record of every action.
Arx is the operating layer above the foundation models. The agents are scoped, supervised, and revenue-accountable — the intelligence comes from Claude, GPT, or whichever model fits your function. We are model-agnostic by design.
Your enterprise has already chosen its foundation models. Arx makes them deployable as labor: three scoped agents per employee, named human supervisors, verifiable audit records, and pricing tied to the work produced. The model is the brain. Arx is the operating model.
Arx starts where work is measurable: files, queues, approvals, evidence, and named human supervision. Real estate begins with title companies.
Clearline reads the file, identifies missing items, prepares approved call missions, checks source websites, and writes evidence back to the closing file.
Explore Clearline for title →Research, drafting, coordination, and evidence trails for functions where speed and control both matter.
Human-supervised agents for document-heavy work that requires source verification, status checks, and auditability.
Agents that assemble facts, contact sources, draft updates, and keep human decision-makers in control.
Structured follow-up and evidence capture across suppliers, service partners, and operational handoffs.
Throughput agents for queues, runbooks, follow-ups, customer status, and approval-controlled execution.
Arx is sold to the operators who own the workflows that matter. We measure success in your numbers, not ours.
Every Arx agent operates with scoped permissions, named human supervision, and a verifiable audit log. Compliance posture tightens, not loosens. HIPAA-credentialed. SOC 2 Type II. Your data stays in your environment. Every action is recorded and exportable to your model risk file, your auditor, or your regulator on demand.
See the technical architectureEvery employee in your company is about to get three agents. One researches. One produces. One coordinates. Together they handle the assembly, the drafting, the threading, the handoffs — the work that surrounds the decisions and relationships your employees are actually paid for.
Read the full essayI’ve spent fifteen years in enterprise security sales at Snyk, Proofpoint, and ServiceNow, selling into the Fortune 1000. I’ve watched the operators with real P&L responsibility try to deploy AI inside their functions and hit the same wall every time — the technology works, but the operating model to run it safely at scale doesn’t exist yet.
Arx is the operating model. Three agents per knowledge worker, scoped to your workflows, supervised by your operators, priced to the work produced. We are model-agnostic — built for Anthropic, OpenAI, and whatever foundation model your function runs on. The architecture is built. The first design partners are coming online. The category is being named right now.
If you run a function where another 40% of throughput would unlock something real for your business, I want to hear from you. We are starting with regulated, document-heavy operations — including title companies, financial services, and healthcare — because that’s where the workflow discipline already exists. The operating model is universal.