Where the workflow shifted
Sales AI platforms, enrichment tools, CRM systems, and function calls together show that sales-agent work is cross-system delivery.
Service teams can package the work as eight deliverables: ICP, lead sources, field dictionary, scoring rules, sequence, CRM writeback, human handoff, and review dashboard.
Tool names are not outcomes
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check permissions and failure
- Rewrite proposals around eight deliverables and define acceptance evidence for each one
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Delivering only email automation leaves clients unable to judge lead quality, reply quality, or revenue contribution. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.