Your Production Reporting Agent Reports Today's OEE Today
What it takes off your plate
The AgentWorks Production Reporting Agent takes production reporting off your plant manager's desk and off the engineer or analyst who builds the reports today. Right now the weekly report is assembled from spreadsheets, the ERP and paper travelers. Downtime reasons are missing, scrap counts are written on the back of a traveler, and someone reconciles it all on Friday. By the time the report reaches the plant manager, the data is a week old.
The plant manager ends up making Monday decisions on last week's problems. The monthly business review deck takes days to build, and the engineer building it is not on the floor solving anything.
What the Production Reporting Agent does, step by step
The Production Reporting Agent starts with the people on the floor whose entries feed the numbers, then does the analysis.
- Chases missing shift data. Near the end of each shift, the Production Reporting Agent checks each work center for gaps, such as downtime with no reason code, a run with no scrap count or a traveler not closed, and messages the shift supervisor to fill them before the crew goes home.
- Confirms outliers. When a number looks wrong, such as a cycle time far faster than the standard or scrap far above normal, it asks the supervisor or operator to confirm before the figure reaches a report.
- Pulls from every source. It reads machine states and counts from the MES, Orders and labour from the ERP, and quality results from the QMS, and ties them together by work order.
- Compiles the KPIs. It calculates OEE with its availability, performance and quality parts, throughput by line, scrap and rework by cause, on-time delivery by Customer Account and labour efficiency against standard.
- Keeps dashboards live. It updates the plant dashboards as the shift runs, so a supervisor can see a line falling behind while there is still time to act.
- Sends the morning summary. Each morning it sends the plant manager a short summary of yesterday: what ran well, which line lost time and why, and which Orders are at risk of shipping late.
- Warns customer service early. When a line's performance puts a customer's Order at risk, it alerts customer service with the Order and the likely new date, so the Customer Account's Contact hears it from a person.
- Builds the weekly report and monthly deck. From validated data it produces the weekly production report and the monthly business review deck in your format, ready for review.
Where the work is recorded
The Production Reporting Agent records its work where your team already looks, so every reported figure traces back to its source.
In the MES and ERP, the downtime codes, scrap counts and corrections supervisors supplied are saved against the work order and shift, with who entered them. The dashboards and reports read from those records, not from a separate spreadsheet.
On the Customer Account record in the CRM, the team sees every late-risk alert and every update sent to the customer's Contacts, so the account manager knows what the customer has been told.
The next morning, the plant manager opens the dashboard and sees yesterday's OEE by line, the top downtime causes, scrap by cause and which Orders need attention. They pick up exactly where the agent left off. An agent that could not record its results would just be a chatbot; this one gives the plant one set of numbers everyone trusts.
What your people do instead
Your plant manager spends the morning on the floor with the supervisors, working on the line that lost time yesterday instead of waiting a week to find out. Your engineers stop building reports and go back to reducing changeover time, fixing the top downtime cause and improving the process. Your supervisors fill a gap in a code while the shift is fresh instead of reconstructing it days later.
Customers get honest delivery dates and early warning when something slips, which is how a plant keeps a Customer Account's trust.
Good reporting also makes scheduling better. See how scheduling uses live data in AI production scheduling on the shop floor and the cascading cost of production schedule chaos.
One next step
To see whether production reporting or another workflow should go to an agent first, take the free Manufacturing Industry Assessment. It shows which workflow an agent should take first in your plant. To see the AgentWorks Production Reporting Agent alongside the other agents built for manufacturers, visit the Manufacturing industry page.
See where the Production Reporting Agent would start in your manufacturing business.
I'm Diane, the Manufacturing ambassador here. The free Industry Assessment reads your website and asks how calls, follow-ups and records happen today, then shows the first workflow worth handing to an agent like this one — and what your team gets back. Leave your email and I'll send the link.
Diane replies from manufacturing@agentworksstudio.com. One email with the link — no list, no drip, unless you ask for the weekly letter. Or go straight there →