Service Businesses
Run on Agent Fleets
We train and manage your AI staff — coordinated teams across revenue, operations, compliance, customer success, and reporting.
Our engineers solve the problem inside the live workflow, train your AI staff to do the job, and manage that staff for you.
The thesis
One agent is a tool. A fleet is an organization.
The next services winners will not just add AI to old org charts. They will rebuild the operating model around agent teams, human escalation, measurable workflow data, and reusable vertical playbooks.
Custom deployment, reusable core.
Agents need org charts, not just prompts.
Humans stay in judgment-heavy and trust-heavy work.
Pipeline is not ARR; evidence matters.
Built in the hardest workflows first
We focus on service businesses where revenue, compliance, customer experience, and operational handoffs all have to work together.
A healthcare and benefits revenue operation mapped into specialist agents across prospecting, qualification, enrollment, service, retention, compliance, and fleet operations.
A full-funnel system that connects list building, outreach, voice, SMS, CRM updates, quote support, nurture, and human escalation.
Long-cycle buyer journeys stay alive through structured follow-up, reply handling, renewal reminders, and operational audit trails.
How a Fleet Gets Built
The work is less like installing a chatbot and more like designing a department.
Map the workflow
Define the human roles, data sources, decisions, escalations, audit needs, and handoffs that make the operation work.
Design the agent org chart
Split the work into specialist agents with managers, escalation rules, evidence trails, and measurable output.
Turn proof into playbooks
Once a fleet works in the field, preserve the reusable architecture so the next deployment starts farther ahead.
Vertical templates, not random automations
Each field deployment teaches the next one. The brand promise is practical: prove the workflow, then make the pattern reusable.
Healthcare & Benefits Revenue Fleet
A regulated sales and service workflow with lead generation, appointment setting, enrollment support, customer experience, compliance review, and long-cycle nurture.
Explore the workflow →Staffing Competitive Intelligence Engine
An always-on research layer that monitors job-market signals, matches them against target accounts, scores fit, and turns the output into sales-ready reports.
Explore the workflow →Real Estate Listing Operations Platform
A data operations system that detects listing changes, reconciles source-of-truth conflicts, prepares updates, and routes exceptions for human approval.
Explore the workflow →Education & Product Sales Agent
A sales-support pattern for content-led offers: lead capture, qualification, follow-up, objection handling, checkout support, and attribution cleanup.
Explore the workflow →
Building the operating model for AI-staffed service companies.
For investors, strategic partners, and anchor customers who care about what happens after the demo works.
Read the Company Thesis