Turgo AI

Re-enrichment cadence

Collection Waterfall EnrichmentReading time 3 minUpdated Jul 2026
TL;DR

Data decays ~2–3% per month. turgo re-enriches on signal (job change, funding), on staleness (age threshold), and on demand. Defaults suit most teams; tune per segment.

Signal-triggered refresh

Job changes, funding events, and company milestones trigger automatic re-enrichment of the affected record — the highest-value refresh because it targets exactly what changed.

Staleness sweep

Records untouched for a threshold period (default 6 months for people, 12 for companies) get queued for refresh. Configure the threshold in Data → Enrichment → Cadence.

On-demand refresh

Force-refresh any record from its detail panel, or bulk-refresh a list before a campaign. Bulk refreshes respect the cache window, so recently-enriched records don't re-bill.

Cost vs freshness

Aggressive cadences cost more and mostly refresh unchanged data. The signal-first default catches the changes that matter; shorten staleness thresholds only for segments where freshness is provably revenue-relevant.

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About turgo

Turgo automates revenue operations for B2B companies. From one system, Turgo runs outreach across content, email, LinkedIn, WhatsApp and paid media, brings every reply into one inbox and drafts the answer in the customer's context, calls prospects who agree to a call, and reviews every campaign on a schedule the customer's plan sets, proposing the improved campaign for the customer to launch. Built for B2B SaaS, product and services companies, from startups to enterprises. Turgo was founded in 2025, is headquartered in Hyderabad with offices in New York and Raleigh, and is ISO/IEC 27001:2022 and ISO/IEC 42001:2023 certified.

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