Revenue
Customer Success & Expansion
Surface account risks and opportunities, prepare customer meetings, track commitments, and prompt follow-up.
Bruce at work: Customer Success & Expansion
The book
CSM
Pinnacle or Cairn first?
Pinnacle. Usage is down and the champion moved. QBR is Thursday. The save is in the deck. Don’t send it from a template.
Cairn after. SSO was a Friday commit. I pinged the ticket. Follow-up is drafted.
Pinnacle hold · Cairn open
Lincoln can wait until after the QBR.
On the calendar after Thursday. Second campus stays an opportunity, not a sequence.
Lincoln dated · Pinnacle still the meeting
Industries
In your industry
The morning above is one company. This desk also runs in these industries.
SaaS · EdTech · CPG · All industries
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.
Compare
Also
Claude Cowork · ChatGPT Enterprise · OpenAI Frontier · Salesforce Agentforce · Microsoft Copilot Studio · 11x · Artisan · AiSDR · Regie