01
Founder media engine
A managed editorial desk that researches, develops your point of view, and turns it into newsletters and social distribution.
Research → Draft → Review → Publish
Managed AI operations · Founder-led companies
We build, supervise, and continuously improve the AI workforce behind your business—so you manage outcomes, not models, prompts, and agents.
Prepare this week's investor update and the market brief
One directive. Openrun keeps everything in orbit.
The company of one
One person at the center of a managed system.
The shift / 01
AI turns every ambitious operator into the manager of a parallel team. But that team still needs architecture, context, supervision, and standards.
That is the company we are building. Openrun takes responsibility for the system behind the work: the agents, workflows, tools, permissions, evaluations, and constant improvement.
You own
Direction, taste, judgment
Openrun owns
Architecture, reliability, improvement
The AI team does
Research, creation, operations
The service / 02
The team that manages the tools.
Models will change. Your business should not have to rebuild around each one. Openrun maintains the operating layer that makes AI useful, safe, and specific to your company.
Direction
Set the outcome
Taste · context · judgment
Openrun
ManagingRoutes work, checks quality, handles exceptions, and learns from every review.
Specialist team
5 active systems
Company context, specialist agents, integrations, permissions
Run monitoring, human approvals, incidents, exception handling
Evaluations, feedback, memory, routing, new model rollouts
The boundary / 03
You connect a client-owned Claude or OpenAI account with scoped credentials. The model provider bills your company for compute. Openrun bills separately for operating the system—and stays accountable for the fleet.
01 / Your account
Provider billing, usage limits, data policy, and credential rotation stay inside your company boundary.
02 / Openrun
Provisioning, routing, observability, approvals, recovery, evaluations, and constant improvement.
03 / Your fleet
A company-specific team with its own context, tools, permissions, memory, and approval boundaries.
Two bills. One operator.
Compute remains transparent. Management is priced around the operational surface Openrun owns.
Your model provider bills your company directly. Usage never disappears inside a bundled black box.
A stable fee for the control plane, monitoring, iteration, and incident response behind the fleet.
The management fee grows with the number and complexity of the specialist systems Openrun operates.
Where results are measurable and controllable, an optional fee can align Openrun with the outcome.
The first systems / 04
The vision is an AI company behind your whole company. The practical beginning is one valuable, repeatable workflow with a clear owner and a measurable result.
01
A managed editorial desk that researches, develops your point of view, and turns it into newsletters and social distribution.
Research → Draft → Review → Publish
02
A continuous research system that watches the market, separates signal from noise, and briefs you before decisions.
Monitor → Verify → Synthesize → Brief
03
A reliable operator that discovers programs, prepares applications, waits for approval, and tracks every outcome.
Find → Qualify → Prepare → Track
Every system begins narrow. Every run makes it better.
See the methodThe method / 05
The models are rented. The operating judgment compounds.
We find a high-value workflow, the judgment it needs, and the places a human must stay in control.
We assemble the agents, context, tools, permissions, and review loops around the way your company works.
We operate the system, watch every run, handle exceptions, and keep consequential actions behind approval.
We evaluate outputs, encode what works, and keep the system current as models and your company change.
Human control / 06
Autonomy is earned workflow by workflow. Openrun keeps the routine moving and brings you in where taste, risk, money, or reputation are involved.
The company of one / Starts here
The next billion-dollar company may have one employee. Openrun is the team behind them.
Build with Openrun