There is a category of work in every organisation that nobody was hired to do, nobody is measured on, and nobody wants. Chasing the manager who has had an approval sitting for six days. Chasing the supplier who has not confirmed. Chasing the client for the document. Chasing the payment that does not match the invoice. Assembling the weekly report by hand because the system will not produce it in the shape management wants.
Count those hours honestly across your operations team. It is usually a full salary or more — and it is not skilled work.
The Gap Between Knowing and Doing
Businesses often respond to this with better reporting. A dashboard. A weekly ops review. More visibility.
Visibility is not the constraint. Your ERP already knows the approval is stale, the stock is low, and the invoice does not match. The constraint is that knowing something requires a human to open the right screen, notice it, and then do the next thing about it. Between the system knowing and someone acting sits a queue of tired people with competing priorities — and that queue is where operational loss actually happens.
An Agentic COO closes that gap. It is not a better dashboard. It is a layer of AI agents that monitors your operations continuously and acts: routing, chasing, escalating, reconciling, reporting.
The Six Operations Agents
Approval routing agent
Sends each request to the correct approver, chases them when it sits beyond your threshold, escalates on your rules, and closes the loop. Approvals stop dying quietly in inboxes.
Reconciliation agent
Matches payments to invoices and purchase orders, flags mismatches the day they occur rather than at month end, chases missing documentation, and presents clean exceptions for a human decision.
Inventory and reorder agent
Watches stock against real consumption patterns, predicts shortfalls before they become stockouts, and triggers the reorder workflow with the right supplier.
Supplier and delivery agent
Follows up with suppliers, tracks delivery commitments, handles exceptions when a shipment slips, and keeps the affected internal teams informed without anyone forwarding emails.
SLA and exception agent
Monitors service commitments in real time and escalates a breach internally before the client notices it. The difference between a client hearing about a delay from you and discovering it themselves is enormous, and it is entirely a timing question.
Operations reporting agent
Builds the daily operations brief and the weekly management pack automatically, with anomalies highlighted rather than buried in row 400 of a spreadsheet.
Do We Need to Replace Our ERP?
Almost never, and we say so before anyone asks. If you run Odoo, SAP, Microsoft Dynamics, Sage, Zoho, QuickBooks or a custom in-house system with an accessible API or database, the agentic layer is built on top of it. Your finance and operations teams keep working in the system they already know. The agents read from it, act through it, and write back to it.
Replacement is only worth discussing when the existing system genuinely cannot support the process — and then we build the agentic system itself rather than bolting agents onto something that will fight them.
The Question Everyone Asks: Can It Touch Money?
Only within limits you define, and never without a designed control. Financial, contractual and irreversible actions sit behind human approval gates by default.
But notice how much labour that still removes. An agent can prepare a payment, match it to the invoice, verify it against the purchase order, confirm the delivery was received, and present the whole thing for one-click approval. The human keeps the decision. The agent removes the four hours of assembly that preceded it. That is usually the right split, and it is the one we design toward.
How You Know It Is Behaving
Three mechanisms, and all three matter.
Supervised deployment. The agent runs against your live operations with a human reviewing every action before it goes autonomous. You see its real behaviour on your real edge cases before you trust it — not in a demo environment where everything is tidy.
Complete audit logging. Every action, its trigger, its reasoning and its outcome, recorded and reviewable — for management, for finance, and for audit.
Continuous evaluation. Agent decisions are scored against expected outcomes so drift is caught internally rather than by a customer.
What Actually Changes
- Cycle times collapse. Approvals and onboarding stop waiting on someone remembering to look.
- Expensive surprises reduce. Stockouts, SLA breaches and reconciliation errors surface while they are still cheap.
- Managers manage again. Operations leads stop chasing and start improving the processes themselves.
- Volume scales without proportional hiring. Which is the entire commercial argument.
Where to Start
Pick the process where delay costs you the most and where the work is least skilled. For most businesses that is approval routing or exception handling. Deploy one agent, supervised, and measure the change in cycle time over six weeks. If it does not move, you have lost very little. If it does — and it usually does, visibly — you now have an internal case for the next five that does not depend on anyone believing a vendor.
Harzotech builds Agentic COO systems deployed over the ERP you already run. Book an operations audit and we will identify the three agents that would pay for themselves fastest in your operation.