Manufacturing
Don’t quote eight weeks if the cell is already full. Don’t buy to a min-max that hasn’t moved since Q2.
How it runs now
- Sales promised a date purchasing never saw.
- The expedite is an email chain. The traveler is already late.
- They’re still reordering the slow mover because the max was set two years ago.
What Bruce does
Sales
The RFQ comes in. Bruce checks stock, lead time, and the floor, and quotes what’s actually runnable. The rest waits for someone who can change a date or a price.
Purchasing
The order just taken is on the list with the aging PO and the part that’s about to stock the line out. They chase the vendor. They don’t rebuild the report.
Collections
The invoice followed the shipment. What’s aging is on a list. The write-off waits.
Bruce at work: Manufacturing
This morning
Purchasing
Red Oak wants 8 weeks. Can we take it?
Cell 3 is booked through the 8th. Eight weeks would slip two existing jobs.
Draft is 11 weeks at their tier. Line 18 is under the floor — holding that. Need you on the date and on 18.
Quote in the ERP · PO-1187 still aging
Start with the function that hurts
Same agents as Solutions. These are the ones this week uses.
Out of the box
What Bruce brings
The difference is what Bruce brings out of the box: a context graph, an execution graph, a feedback and eval layer, built-in enterprise execution, and a control plane.
01
Context graph
The picture of the enterprise stays current — structured and unstructured. Context is added, updated, and dropped when it goes stale. It is not a database we sell. It is the thing that dies in a thread.
02
Execution graph
Intent, then the tools, then a check, then recover, then done. Learned on real workflows. A miss does not kill the run.
03
Feedback and evals
Production traces, human corrections, failures, edge cases. Execution gets sharper from that. We score completion on ESE-1.
04
Built-in enterprise execution
The agents are already built. Role and workflow patterns from real businesses — sales, purchasing, finance, operations. Bruce already knows how that work runs.
05
Control plane
Permissions, approvals, what you can see, the log, and policy. Required if it acts on its own.
Bruce executes the business across the systems you already run. Connect the systems you run. In most cases it is working in under an hour.
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Also
Claude Cowork · ChatGPT Enterprise · OpenAI Frontier · Salesforce Agentforce · Microsoft Copilot Studio · 11x · Artisan · AiSDR · Regie