Bruce vs Claude Cowork

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.

1. 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.

2. 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.

3. 03

   Feedback and evals

   Production traces, human corrections, failures, edge cases. Execution gets sharper from that. We score completion on ESE-1.

4. 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.

5. 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.

Claude Cowork

What it is

Cowork can use tools. It can keep context in a run. It can stay with a person until the files are done. Then the laptop shuts. The mailbox still has to be watched. The ERP still has to be live. The quote still has to wait for a person. The visit still has to be on the account in the morning. That is the product you would still write: live context across systems, the desks, the holds, evals, and the log.

A workflow

After the lot

Out of the box. Here is Friday after a visit.

1. 01 · Signal

   On the way out of the lot the rep talks to Bruce. The customer wants emergency lighting added, and the bid is due Friday.

2. 02 · Assembled context

   Last job at this account, what was quoted, who prices the gear, and the Friday deadline — one picture, not a folder they rebuild later.

3. 03 · Decision

   Pricing has to come from the branch. The customer email cannot go out with a guess. Vendor ask, branch follow-up, customer note.

4. 04 · Action or approval

   Bruce writes the CRM note, drafts the customer follow-up, and opens the internal tasks for pricing. The email waits if the price is still open.

5. 05 · Recorded outcome

   The visit is on the account. The tasks are dated. Friday is still on the list — whether the rep is back in the truck or not.

Industries

In your industry

This work also runs in these industries.

Field Services · Distribution · Construction · All industries

FAQ

Questions

Does this replace Cowork?

Cowork is a session you drive. You still build it. Bruce brings the context graph, execution graph, evals, built-in execution, and control plane out of the box.

Can’t Cowork use tools and remember the run?

Yes. It still ends when the laptop shuts. The overnight mailbox and the hold are still yours to stand up. You still build it. Bruce brings the context graph, execution graph, evals, built-in execution, and control plane out of the box.

Can’t we just build this on top of them?

You can start. Then you connect the systems, keep a live picture of the company, write the desks, hold the consequential send, score the misses, and keep a log — overnight, without someone in the thread. That is the context graph, the execution graph, the evals, the built-in patterns, and the control plane. Bruce brings all five out of the box. We score the layer on ESE-1 at egi.sh/benchmarks/enterprise-execution.

ESE-1

Reliability

Completion is scored as system state, not the reply. No published score.

egi.sh/benchmarks/enterprise-execution

Compare

Also

ChatGPT Enterprise · OpenAI Frontier · Salesforce Agentforce · Microsoft Copilot Studio · All compares