Personalized multi-language outreach
Per-prospect enrichment + jurisdiction-aware messaging in each prospect's native language for a global RegTech platform.
// OUTCOME
- 01True personalization at scale across multiple languages and jurisdictions.
- 02Replaced generic outbound with messages tailored to each prospect's compliance reality.
- 03Sustainable, programmatic global outreach.
// PROBLEM
A global financial compliance platform was sending generic English outbound to multi-language prospects across the US, Europe, UK, South Africa, Italy, and beyond. Translation alone wasn't enough — each prospect needed messaging tailored to their jurisdiction's specific reporting mandate (SEC vs ESEF vs HMRC vs CIPC vs InfoCamere), in their native language, referencing their company's actual compliance situation.
// SOLUTION
- 01Enrichment — pulled context from public filings, company data, and jurisdiction.
- 02Mandate detection — automatically identified each prospect's regulatory regime.
- 03Generation — produced per-prospect messages in the prospect's native language, referencing their specific compliance situation.
- 04Delivery — routed through deliverability-optimized infrastructure.
- 05Feedback loop — tracked reply rates by language, jurisdiction, and message variant.
// STACK
PythonLLM APIsLanguage detectionProspect enrichment APIsCustom mail infrastructure
OUTBOUNDAI PERSONALIZATIONMULTILINGUALB2B SAAS