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AI agents for operations
AI agents for operations: reports compiled, jobs suggested, the dispatcher decides
An operations manager spends the first hour of the day collecting numbers from three systems and much of the rest writing to vendors for paperwork. Operations agents compile the report, line up schedule options, write to vendors about missing documents and log the work orders that arrive as messages and photos. Anything that changes a schedule or spends money waits for a person.
- Prices published on the site
- First working version in two weeks
- Support month to month, cancel any time
Six daily tasks an agent can pick up from the dispatch desk
Daily operations report
Pulls yesterday's jobs, open orders, late deliveries and stock levels from your systems and writes a one-page report in your layout before the morning meeting.
Dispatch and schedule suggestions
Proposes which technician or driver takes each job, weighing skill, location and working hours. Nothing reaches the crew until the dispatcher approves or changes the assignment.
Vendor and subcontractor emails
Writes when a proof of insurance, a signed delivery receipt or a confirmation is missing, reads the reply and updates the job record. A person sends each email.
Reorder suggestions
Watches stock counts and drafts a purchase request when an item falls below the level you set. The request goes to a person, and from there into procurement.
Answers from your SOPs
Answers a technician's or a new dispatcher's question from your written procedures and quotes the step. If no procedure covers it, the question goes to a supervisor.
Work orders from messages and photos
Turns a text, an email or a picture of a leaking valve into a work order with address, trade and urgency filled in, and files it in your system.
Scattered records and messages in, one report and one proposed schedule out
Read from
The agent
Operations agent
- Gathers the records and new messages
- Matches each job to a skill, a place and a time slot
- Writes the report or drafts the action
- Holds anything that moves the schedule or spends money
Produces
The agent reads job, inventory and calendar records through their APIs, or from an export when there is none. It proposes assignments and drafts requests, and the dispatcher or manager commits them.
Where operations agents pay back, and where they do not
Worth it when
- Someone rebuilds the morning report by hand from two or more systems every day
- Jobs and vendors are tracked through texts, a whiteboard and a shared inbox
- A dispatcher assigns work to more than five or six people whose skills and hours differ
- Your job-tracking or inventory software offers an API
Not worth it when
- One shared spreadsheet and a ten-minute daily call already cover it
- Routing a fleet is the main pain, because a product built for routing does that better and we would connect it instead
- Jobs are not logged and stock is not counted, since the agent can only read what is written down
One agent lands in one process, several agents in connected systems
One workflow running end to end, or one internal tool.
Several systems made to work as one: integrations, roles, reports.
A daily report that reads two systems, or work orders logged from messages and photos, usually lands in one process and a sensible first agent because it mostly reads. Dispatch suggestions that combine a job system, calendars and technician records are connected systems. Model usage is billed to your own account and depends on the volume of messages and photos.
Care $300 to $500 a month. Active $750 to $1,500 a month. AI model usage, GPU time and hardware are paid to the provider, on accounts in your name.
Questions operations managers ask
Does the agent assign jobs on its own?
No. It suggests an assignment and gives the reason, such as the nearest technician with the right certification who is on shift. The dispatcher approves or changes it, and only then does the crew hear about it.
Which systems does it read?
Job-tracking and inventory software that offers an API, Google or Microsoft calendars, and plain spreadsheets. If a system has none, the agent works from a scheduled export of its data, which is as fresh as the export run. We list what each source gives us during the audit.
What happens when a photo is unclear?
The agent writes down what it can see, marks the work order as needing details and lists the missing item for the dispatcher to request. It does not guess an address or a trade. The dispatcher sees incomplete orders in a separate list.
How does it know who can do which job?
You give us the skill and certification list, and it lives in a table your staff can edit, so a new license is a one-line change. The agent treats that table as the truth and shows which row it used for each suggestion.
How soon do we see a first result?
The first working version arrives two weeks after we have access to your systems. A daily report is usually the quickest to show, because it reads and writes a document and cannot change a schedule or send a message.
Related
- AI agents Agents that finish a task, with your sign-off
- AI agents for procurement Quotes, purchase orders, invoice matching
- Trucking and courier Dispatch line and proof of delivery
- Construction and HVAC Estimate requests with photos, call cover
- AI workflow automation Documents, approvals and multi-step processes
Tell us what's slowing you down.
You get a free written review by email within two business days.