AI Operations Agents That Run the Busywork
Stop spending your day on work about work. Agents sort, schedule, file and report, and a Commander keeps them in line.
Watch it work
A Commander splits one mission across three agents
Inbox sorted, calendar fixed and a morning briefing written, with drafts waiting for you.
Demo simulation with sample data. Your agents are built for your own tools.
The invisible workload
Running the business has become its own full-time job
Reading the inbox to figure out what matters. Moving jobs around the calendar when someone calls in sick. Typing details off a PDF into a spreadsheet. Checking stock. Pulling numbers together so you know how yesterday went. That is operations, and it quietly eats the day.
Asana calls it "work about work," and its Anatomy of Work research of more than 10,000 knowledge workers found that 60% of a person's time at work goes to work about work rather than skilled work. Microsoft's 2025 Work Trend Index adds that 48% of employees and 52% of leaders say their work feels chaotic and fragmented.
An AI operations agent takes one of those coordination jobs and does it reliably, every day, so the people on your team can get back to the work customers pay for.
The operations squad
Six agents for AI workflow automation, including the one that runs the others
Scheduling & Dispatch Agent
Specialist. Assigns jobs by skill, location and availability, reshuffles when plans change and notifies crews and customers.
Build & Own from $3,500 · Subscribe-to-Own from $299/mo + setup
Inbox Triage Agent
Scout. Sorts a shared or personal inbox, labels and prioritizes, drafts routine replies and surfaces what needs you today.
Build & Own from $1,500 · Subscribe-to-Own from $149/mo + setup
Document Intake Agent
Specialist. Reads forms, work orders, POs and PDFs, extracts the fields and files them in the right system, flagging anything unclear.
Build & Own from $3,500 · Subscribe-to-Own from $299/mo + setup
Inventory Watch Agent
Scout. Tracks stock against reorder points and drafts purchase lists for approval before anything runs out.
Build & Own from $1,500 · Subscribe-to-Own from $149/mo + setup
Daily Briefing Agent
Scout. Pulls yesterday's numbers and today's schedule into one short morning summary by email or chat.
Build & Own from $1,500 · Subscribe-to-Own from $149/mo + setup
Commander Agent
Commander. Coordinates your other agents: routes work between them, gathers approvals and reports on everything in one place.
Build & Own from $7,500 · Subscribe-to-Own from $599/mo + setup
Explained
What a Commander Agent is, and when you need one
When you run one or two agents, each one reports to a person and that works fine. Once you have five, ten or more, you do not want ten separate streams of notifications and approval requests. That is the Commander Agent's job.
Think of it as a shift supervisor for your agents. It does not do the front-line tasks itself. It watches what the others are doing, passes work between them, collects anything waiting on a human decision into one queue, and gives you a single status report.
| Without a Commander | With a Commander |
|---|---|
| Each agent pings you separately | One approval queue, grouped and prioritized |
| Handoffs between agents are hard-wired one by one | Routing rules live in one place and are easy to change |
| Reporting is scattered across tools | A single daily or weekly roll-up |
| Problems are spotted agent by agent | Stalled or failing tasks are flagged centrally |
A Commander also makes your army easier to change. Add a new agent next quarter and the Commander learns where its work comes from and where it goes, instead of you rewiring each connection by hand. Pause an agent for a holiday week and the Commander reroutes its tasks to a person. Because it sees everything, it is also where you look first when something seems off: one log shows which agent did what, when and with whose approval.
You do not need a Commander to start. Most businesses add one once they pass roughly five agents, which is also when estimated volume pricing kicks in. Our post on sizing your agent team covers when the jump makes sense, and what an agent army looks like shows the bigger picture.
Guardrails
What stays human in an AI operations agent setup
Even a Commander does not get the final word. It routes and reports; it does not overrule people. Analysts see more decisions moving to software over time. Gartner forecasts that at least 15% of day-to-day work decisions will be made autonomously by agentic AI by 2028, while also warning that over 40% of agentic AI projects will be canceled by the end of 2027 over cost, unclear value and weak risk controls. We take that second number as a design brief: narrow jobs, clear value, strong controls.
Spending
Purchase orders, reorders and vendor payments are drafted for approval, never placed automatically.
People decisions
Who works overtime, who gets which customer, how a conflict is handled. Dispatch proposes; a manager confirms where it matters.
Exceptions
Anything unusual, missing or ambiguous is flagged instead of guessed.
The rules
You own the routing logic and approval thresholds and can change them any time.
See the data, access and approval controls we build into every agent.
Get the coordination work off your desk
Load the operations squad into the Army Builder, Commander included, and see what a fully coordinated setup is estimated to cost.
Build my operations squad Add a Commander AgentConnections
Systems your operations agents connect to
Operations agents are only useful if they work inside your real systems. Common connections:
- Email and chat: Gmail, Outlook, Slack, Microsoft Teams.
- Scheduling and field service: Google Calendar, Outlook Calendar, Jobber, ServiceTitan, Housecall Pro.
- Files and documents: Google Drive, OneDrive, Dropbox, SharePoint.
- Data and inventory: Google Sheets, Airtable, Shopify inventory, QuickBooks items.
- Glue: Zapier, Make and direct APIs where available.
The specific mix gets mapped in your Agent Blueprint ($750, credited toward the build within 60 days), and deployment is quoted in writing before work begins.
A good first project
Choosing which workflow to automate first
Not every process is ready for an agent. The best first candidates share a few traits, and checking for them up front saves money and frustration.
| Good fit | Wait or fix first |
|---|---|
| Happens daily or weekly, the same basic way | Happens a few times a year |
| Rules you can write down in a page | Depends on one person's undocumented judgment |
| Inputs arrive digitally: email, forms, PDFs, apps | Lives on sticky notes and in people's heads |
| A mistake is easy to catch and correct | A mistake is expensive or irreversible |
| Someone on your team groans when it comes up | Nobody minds doing it and it takes minutes |
If a workflow lands in the right-hand column, it is not a lost cause. Often the Blueprint simply documents the process first, and that alone makes it easier for both people and agents. The step-by-step build process shows how we go from a messy workflow to a tested agent.
A practical tip: track your own week for five days before your Blueprint call. Jot down every task you did twice. That list usually points straight at the first two or three agents worth building, and it gives us real volumes to design around instead of guesses.
Fit and pricing
Who leans on operations agents, and what they cost
Field-service companies get the most out of dispatch and intake; our home services agent setups show how they fit alongside phones and sales. Online sellers pair Inventory Watch with the support agents. Owners who just want their inbox and calendar under control often start with Inbox Triage and the Daily Briefing, and some even use the same idea at home through personal life-admin agents.
Scouts start at $1,500 to build or $149/mo + setup; Specialists at $3,500 or $299/mo + setup; the Commander at $7,500 or $599/mo plus setup. Care is included on Subscribe-to-Own and optional from $99/mo per agent on Build & Own. The pricing page covers volume pricing and the Done-For-You, Co-Pilot and Handoff options, and the hours-saved calculator helps you see where the time goes first.
FAQ
Frequently asked questions
What is an AI operations agent?
It is an AI agent that handles one recurring coordination job, such as scheduling and dispatch, inbox triage, extracting data from documents, watching inventory or writing a daily briefing. It works inside your existing systems and flags anything unclear to a person.
What is a Commander Agent?
A Commander Agent coordinates your other agents. It routes work between them, collects everything waiting on a human decision into one approval queue and sends a single status report. It does not overrule people or make spending decisions on its own.
When do I need a Commander Agent?
You do not need one to start. Most businesses consider a Commander once they run about five or more agents and want one approval queue and one report instead of many separate notifications.
Is AI workflow automation the same as Zapier?
Not quite. Tools like Zapier move data when a fixed trigger fires. An AI agent can read messy inputs, such as an email or a scanned form, decide which path applies and complete a multi-step task. Our agents often use Zapier or Make as part of how they connect.
How much do operations agents cost?
Scouts such as Inbox Triage, Inventory Watch and Daily Briefing start at $1,500 to build or $149 per month plus setup. Specialists such as Scheduling & Dispatch and Document Intake start at $3,500 or $299 per month plus setup. The Commander Agent starts at $7,500 or $599 per month plus setup. Deployment is scoped after the Blueprint.