6 independently deployable engines sharing a canonical core of 22 modules. Each engine owns a phase of the pipeline and scales horizontally.
Multi-query domain search, DNS/MX/SPF/DKIM/DMARC validation, Google boost enrichment, social profile discovery, confidence scoring.
Two-tier crawling (Playwright + httpx), 4-method contact extraction, seniority inference, persona classification, 8-platform social discovery.
5-layer email discovery, 8-pattern prediction, 8-check SMTP verification, B2B tier scoring, circuit breaker protection.
Multi-language normalization, 14-rule junk removal, 5-dimension scoring, persona inference, cross-company dedup.
Color-coded Excel (5 sheets), CSV, JSON, NDJSON, webhook delivery. Cross-company dedup, XML sanitization, CRM-ready.
Smart routing (inline vs actor-chain), 4 pipeline modes (full/discover/enrich/verify), checkpoint/resume, webhook notifications.
Everything you need to know about our platform.
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