How Hamming AI uses Orange Slice
AI testing · July 2026 to September 2026
- lookups run
- 4,637lookups run
- sheets built
- 11sheets built
- rows in those sheets
- 2,173rows in those sheets
- people in the workspace
- 3people in the workspace
The company
Hamming AI tests and monitors voice and chat agents.
From hamming.ai
The problem
It needed leads scored against its ICP, with a first message ready.
What they built
Lead sheets with an ICP score, tier and reason, and a drafted message. About four in ten lookups came through the API. It connected HubSpot and Gmail.
- Find
- people at each company, from LinkedIn, web search
- Enrich
- work emails and phones, LinkedIn profiles, LinkedIn company pages, website reads, AI research and scoring
- Connected
- Gmail, HubSpot
The result
- 4,637 lookups from 6 July 2026 to 8 September 2026.
- None in the last 30 days.
- 11 sheets built, holding 2,173 rows and 57 columns.
- 43% of all lookups came through the API, from Hamming AI's own code.
Of their last 3,000 lookups: 66% API calls, 32% LinkedIn matches, 2% AI research and scoring.
Numbers are counts from Hamming AI's Orange Slice workspace on 25 October 2026.
