Outbound enrichment pipeline for B2B revenue teams

Revenue leadership at an HR-tech vendor targeting US mid-market seats was underwriting ~$400/month of overlapping enrichment SaaS yet seeing sub-2% cold reply rates. Volume was never the constraint—signal specificity was. Pipeline economics demanded authentic, account-level hooks without additional headcount.

• CSV ingest from Apollo with governed ICP segmentation (50–500 employees, HR decision-makers).
• Programmatic extraction from careers surfaces plus recent public narrative signals.
• Frontier-model extraction pass surfaces account-level narrative anchors.
• Secondary inference pass generates controlled variant subject lines + bespoke opening lines.
• Exports reconcile directly into Smartlead with QA checkpoints.

Day 1

Pipeline skeleton + governed ingest contracts.

Day 2

Signal acquisition subsystem + durability testing.

Day 3

Extraction prompt suite calibrated against pilot cohort.

Day 4

Variant synthesis tuned to corporate voice guidelines.

Day 5

QA dashboard + export hardening.

Day 6

Stakeholder recording + operational sign-off packet.

• Observed reply lift from 1.8% → 4.6% on first 600 sends post-cutover.
• Qualified meetings booked increased ~2× within equivalent outbound capacity.
• Recurring tooling spend compressed materially versus prior Clay dependency.