Speed without quality is just noise

Faster is good. Faster with junk leads is worse — your reps lose trust in the pipeline within a week. The fix is building qualification into the automation itself.

The 3-layer approach

• Layer 1 — Source: pull from multiple sources, not one
• Layer 2 — Enrichment: fill in the missing fields automatically
• Layer 3 — Scoring: AI-rank against your real ICP, not a static template