Bruce vs Artisan
Artisan runs an AI BDR on outbound. Quotes, holds, and write-back across ERP are still the desk.
Out of the box
What Bruce brings
An AI BDR is outbound volume. Bruce runs GTM as part of the desk: signals, research, the list, and the next step from the last reply. Bruce keeps going, with holds and write-back across the systems you already run. A booked meeting is not the company finishing.
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 runs revenue and operations desks, including GTM. Connect the systems you run. In most cases it is working in under an hour.
Artisan
What it is
Artisan’s AI BDR works outbound volume: lists, personalization, sequences, replies. Bruce keeps going from the last reply on outreach too. Inside sales still opens the overnight mailbox. Purchasing still owns the aging PO. CS still needs the account picture. Bruce executes those desks across the systems you already run.
Side by side
In short
What you bought. What you still have to stand up. What is already running.
What you bought
Artisan
An AI BDR for outbound.
Bruce
Out of the box. Context graph, execution graph, evals, built-in execution, control plane.
What you still build
Artisan
Inside sales, purchasing, CS, holds, and write-back across CRM, ERP, and mailbox.
Bruce
Connect the systems you run.
When the reply comes in
Artisan
The sequence worked. The desk still has to finish.
Bruce
Already running. Under an hour, in most cases.
A workflow
The overnight quote
Out of the box. Here is a quote that hit overnight while outbound kept running.
01 · Signal
A forty-line request lands in the inside-sales mailbox overnight. Bruce is already on that mailbox.
02 · Assembled context
Customer match, contract tier, stock, last buy, and the floor on the manifold. One picture before anyone opens Gmail.
03 · Decision
Thirty-six lines are clean. Line 18 is under the floor. That line cannot go out on its own.
04 · Action or approval
Thirty-six lines are ready to send. Line 18 is held. The draft is in Gmail with the flag.
05 · Recorded outcome
They release 18 in the morning. The quote goes out. It is logged. Follow-up is dated. Outbound did not do this.
Industries
In your industry
This work also runs in these industries.
GTM Execution · Distribution · Manufacturing · All industries
FAQ
Questions
- Does this replace Artisan?
- Artisan is an AI BDR for outbound. A booked meeting is not the desk finishing. On GTM, Bruce keeps going from the last reply. Bruce also finishes the work across the systems you already run.
- Can Artisan also use tools?
- Outbound tools are not the overnight mailbox, the floor, or the ERP write-back. A booked meeting is not the desk finishing. On GTM, Bruce keeps going from the last reply. Bruce also finishes the work across the systems you already run.
- Can’t we just buy an AI BDR?
- You can for outbound volume. Bruce also does signals, research, the list, and the next step from the last reply. Bruce keeps going. The difference is the rest of the desk: the quote under the floor, the aging PO, the renewal that went quiet, and overnight write-back across ERP and mailbox. Bruce’s agents run that work across the systems you already run. We score completion on ESE-1 at egi.sh/benchmarks/enterprise-execution.
ESE-1
Reliability
Completion is scored as system state, not the reply. No published score.