Turn a spreadsheet of leads into personalized outreach, without the per-lead AI bill.
LeadSpeak ingests scraped violation records, classifies and clusters them so similar leads share one generation, writes a personalized paragraph per cluster, and puts a human review step between generation and sending — every time.
Upload
Drop in a spreadsheet of scraped violation records. Column names don't need to match exactly — the parser figures it out.
Classify & cluster
Every lead is sorted into a category and severity, then grouped with similar leads so you're not paying for a unique AI write-up per row.
Generate
One cached system prompt, one cheap model, one generation per cluster — personalized paragraphs at a fraction of the per-lead cost.
Review & send
Every email is a human approval away from going out. Edit inline, approve or reject, then send through a rate-limited, compliant pipeline.