United StatesProfessional services2026 – ongoingBlank Metal
Claude Cowork for lead processing and scheduling in a small engineering firm
Blank Metal cut a day's lead processing from days of manual work to a couple of hours with Claude Cowork
Problem
Blank Metal is a 30-person engineering firm founded in 2025. Its team handled new leads and calendar scheduling by hand, which took time from billable and client work.
Approach
The firm runs its own operations on Claude Cowork, Claude Code and Claude Enterprise. It built a lead processor that handles three to ten new leads a day and put calendar scheduling behind a single prompt. It also uses Claude for business development, proposal drafting and training.
Results
Takeaway
A small firm got its largest gains from routine tasks such as lead intake and scheduling, which several people shared.
Categories
- Size
- Small business
- Industry
- Professional services
- Business function
- Marketing and salesProduction and quality
- Innovation type
- Process innovation
- AI technology
- Generative AIAI agents
- Adoption
- Off-the-shelf tool or platform
- Evidence
- Vendor case study
Sources
Source summaries
Anthropic's customer story describes how Blank Metal, a 30-person engineering firm, runs its own operations on Claude Cowork. It reports that a lead processor handles a day's leads in a couple of hours instead of days and saves at least a couple of hours a day across four people. Scheduling, which took at least an hour a day, now runs from one prompt. The page carries no date; the Internet Archive first saved it on July 7, 2026.
Full details are in the original sources.
