AI-Powered Outreach · Sales Automation2025
Jurisdiction-aware multilingual outreach
Per-prospect enrichment + jurisdiction-aware messaging in each prospect's native language for a global RegTech platform.
5+
reporting regimes, each written to in the prospect's language
- Client
- Iris Carbon
- Year
- 2025
- Type
- AI-Powered Outreach · Sales Automation
What was the 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.
What did I build?
- Enrichment
- Mandate detection
- Generation
- Delivery
- Feedback loop
- 1Enrichment — pulled context from public filings, company data, and jurisdiction.
- 2Mandate detection — automatically identified each prospect's regulatory regime.
- 3Generation — produced per-prospect messages in the prospect's native language, referencing their specific compliance situation.
- 4Delivery — routed through deliverability-optimized infrastructure.
- 5Feedback loop — tracked reply rates by language, jurisdiction, and message variant.
What was the result?
- Each prospect gets a message in their own language that cites the mandate they actually report under.
- Generic English outbound replaced across the US, UK, Europe, South Africa and Italy.
- Reply rates tracked by language, jurisdiction and message variant.
What is it built with?
- Python
- LLM APIs
- Language detection
- Prospect enrichment APIs
- Custom mail infrastructure
- outbound
- ai personalization
- multilingual
- b2b saas