Agents for the operations work nobody wants to do twice
Your ops team runs on follow-ups, reconciliations, and exception queues that never end. We deploy agents to clear that backlog continuously — matching, chasing, monitoring, and triaging — while your people keep the decisions that matter.
- PO & invoice matching
- Vendor & carrier follow-ups
- SLA & backlog monitoring
- Exception triage with approvals
Operations is where the manual work hides
It rarely shows up as one big task. It is a thousand small ones.
An operations coordinator's day is a relay of low-judgment, high-frequency work: matching a receipt to a PO, emailing a vendor for a ship date, flagging an order stuck past its SLA, reconciling a quantity mismatch between the ERP and the warehouse, and copying a tracking number from one tab into another. None of it is hard. All of it is constant.
The cost is not just the hours. It is the context-switching, the dropped follow-ups, and the exceptions that sit in a queue until someone notices. Agents are well-suited to exactly this shape of work — bounded, repetitive, and rule-governed, with a clear escalation path when judgment is required.
The workflows we automate first
We start with the queues that eat the most hours and have the clearest rules, then expand from there.
Procure-to-pay matching
Three-way match POs, receipts, and invoices; auto-clear the clean ones and route only true discrepancies for review.
Vendor & carrier follow-ups
Chase ship dates, confirmations, and missing docs on a schedule, parse the replies, and update the system of record.
Exception triage
Classify backlog and order exceptions, gather context, and draft resolutions for one-click human approval.
Cross-system reconciliation
Reconcile quantities, statuses, and IDs across ERP, WMS, and spreadsheets, surfacing only the mismatches.
SLA & backlog monitoring
Watch every queue against its SLA and alert — or act — before something breaches, not after.
Order & status orchestration
Keep order, shipment, and inventory status in sync across portals, carriers, and your own systems.
From one queue to a quiet ops floor
A measured rollout that earns trust before it scales.
Map the queue
We shadow one high-volume workflow, document its rules, exceptions, and the systems it touches.
Set the guardrails
We define confidence thresholds, approval gates, and the exact transactions the agent may perform.
Run in your stack
The agent works the queue through a governed action layer, with humans approving anything above the line.
Widen the lane
As accuracy and trust compound, we raise thresholds and add adjacent queues to the fleet.
Autonomy with a hand on the brake
Operations work has real consequences — a wrong payment release or a mis-shipped order is not a typo. So every agent runs inside an action layer you control: scoped permissions, per-transaction approval rules, and confidence thresholds that decide what gets resolved versus reviewed.
Every action the agent takes is logged with its inputs, reasoning, and outcome. When a vendor disputes a date or finance questions a match, you can pull the exact decision trail — no guessing, no black box.
- Per-transaction approval gates
- Tunable confidence thresholds per workflow
- Full decision lineage for every action
Adding headcount vs. adding agents
Two ways to clear a growing operations backlog.
| Hiring & overtime | An Automatic.co ops agent | |
|---|---|---|
| Capacity | Fixed to a shift | Continuous, scales with volume |
| Onboarding | Weeks per hire | One mapped workflow, then live |
| Consistency | Varies by person & day | Same rules, every time |
| Audit trail | Email threads & memory | Logged lineage on every action |
| Exceptions | Pile up in a queue | Triaged and routed in minutes |
Frequently asked questions
What operations work can agents actually take over?
The repetitive, rules-with-judgment work: three-way PO matching, vendor and carrier follow-ups, SLA and backlog monitoring, exception triage, and status reconciliation across systems. People keep the calls that need a human; agents clear the queue underneath them.
How do agents handle exceptions instead of just escalating everything?
Each exception type gets a playbook and a confidence threshold. Below it, the agent gathers context, drafts a resolution, and routes it for one-click approval. Above it, it resolves and logs. You decide where the line sits per workflow.
Will agents touch our ERP and WMS directly?
Through a governed action layer, yes — via your APIs or screens, scoped to specific transactions. Every write is logged, reversible where possible, and gated by approval rules you control. We do not hand an agent blanket write access.
How fast do operations agents pay back?
Most teams start with one high-volume queue — POs, returns, or vendor chasers — and see hours-per-week reclaimed within the first month. We instrument cost, cycle time, and exception rate so the ROI is visible, not anecdotal.
Automate the next function
Agents fit most operational teams. Explore the ones adjacent to yours.
Pick your noisiest queue. We'll quiet it.
A working session to map one operations workflow and the agent that can run it — in your systems, under your approvals.