AI NATIVE OPERATIONS PRACTICE

AI Agents Running
Live Operations

Real Business Outcomes.

Human Overwatch + Orchestration

1HumanCo

THE 1 VS 0 FRAME

The future of operations is autonomous agents. The question is who's steering.

Autonomy is the draw. But left alone, AI agents drift, fail, and slop. The "1" in 1HumanCo isn't a constraint — it's the captain.

AGENTS + 0 HUMAN

POLSIA AND IMITATORS

Drift. Failure. AI slop. Audit gaps.

AGENTS + 1 HUMAN

1HUMANCO

Real workflows running continuously, under continuous overwatch.

MANUAL OPS + AI CHATBOT

MOST COMPANIES TODAY

Stuck at the chatbot ceiling.

THE 1 HUMAN

The 1 Human is a captain, not a bottleneck.

Orchestrate.

Choose which agents and tools combine for the outcome. Bring the domain knowledge to know what right looks like for your business. Set the architecture.

Initiate.

Set the direction. Kick off the workflows that matter. Decide what gets built, what gets shipped, what gets stopped.

Overwatch.

Continuously supervise the deployed system. Catch drift. Monitor environmental change — when APIs version, models upgrade, or the world moves. Course-correct without becoming a per-action gate.

WHAT WE CAN AUTOMATE

We can automate every part of how your business actually runs.

Agent workflows for the operations you have today — and integrations into the systems you already use. These are capability areas, not packaged products. We deliver consultatively, bespoke to your stack and your ops.

AI CHIEF OF STAFF

SALES & PIPELINE

MARKETING & CONTENT

CUSTOMER SUPPORT

FINANCE & REPORTING

ORDER MANAGEMENT

OPERATIONS DASHBOARDS

PEOPLE & HR

RESEARCH & INTEL

KNOWLEDGE & DOCS

SYSTEM INTEGRATIONS

CUSTOM WORKFLOWS

Integrates with your existing systems. Connects to external systems. Builds new ones when there's a gap.

HOW WE ENGAGE

Discover. Install. Overwatch. Compound.

Every engagement runs the same shape: a paid discovery, then build, then continuous overwatch. Engagement-level fees with an always-on retainer. No published pricing — depends on scope.

Discovery

We start with a paid discovery engagement: how your business actually runs, where AI can produce real outcomes, what to build first, what stays human.

Install

We design and build the autonomous agent workflows that matter — drawing from our packaged frameworks where one exists, or building custom for your business.

Overwatch

Always-on supervision: strategy iteration, environmental monitoring, drift detection, maintenance, updates, additions. Your AI keeps working and keeps getting better.

Compound

Patterns we identify in your engagement crystallize into reusable frameworks. As the library grows, your future build cycles get faster.

THE FRAMEWORK PORTFOLIO

Some patterns become products.

When the same workflow shows up across multiple engagements, we package it into a named framework. Pre-wired. Faster to deploy. Still consultative — with a Discovery team, an Evaluation team, and a Build team.

FRAMEWORK 01

Constellation

Get Found. Stay Found. Turn Discovery into Cash Flow.

The packaged framework for Digital Presence — getting found and cited across 34+ AI surfaces. Live at runconstellation.com.

VISIT CONSTELLATION

More frameworks emerge from the practice.

We name and package them when the patterns repeat across clients. Until then, the work is consultative — bespoke to your business.

WHO WE WORK WITH

Built by operators. For operators.

We work with operating businesses that have real workflows, real stacks, and real outcomes to deliver. POS, back-office, finance, marketing — APIs that exist and behave. Leaders grappling with how to roll AI into their organization, looking for an operator who'll deliver.

We are not for first-time founders, "AI-curious" buyers, or anyone looking to install an autonomous AI for $99/month. There are plenty of those.

GET IN TOUCH

Let's run the agents inside your business.

Every engagement starts with a conversation, then a paid discovery. If we're a fit, we'll know quickly.