B2B SaaS220-person company, 14-person support team

    Supporting 14 countries with one AI: how Vantage EU cut support costs 60% while going multilingual.

    Vantage EU, a B2B analytics SaaS serving 14 European markets, deployed UnifiedRAG as their primary support layer and eliminated the need for per-language staffing while maintaining 4.8/5 CSAT across all regions.

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    −60%

    Support cost reduction

    −60%

    4.7/5

    CSAT (all regions avg)

    +21%

    ±0.2 pts

    CSAT regional variance

    −86%

    The Challenge

    Vantage EU sells to mid-market enterprises across 14 European countries. Support queries arrive in German, French, Dutch, Polish, Spanish, and eight other languages — each requiring agents with native fluency. Hiring multilingual agents at enterprise-quality levels was expensive and slow.

    Their previous solution was a patchwork: one Intercom chatbot per language, each with a separately maintained knowledge base. Keeping 14 knowledge bases in sync meant documentation updates took weeks to propagate and inconsistent answers were common. CSAT varied wildly by region, ranging from 3.1 (Polish) to 4.5 (German).

    The company had also recently launched a GDPR compliance module and a new billing model — two changes that generated a surge in support volume that overwhelmed their team for three months.

    Deployment

    Vantage EU's integration ran across HubSpot (CRM), Intercom (escalation), and their internal developer documentation portal. The key architectural decision was to maintain a single multilingual knowledge base rather than per-language silos.

    UnifiedRAG's multilingual RAG pipeline indexes content in the source language (primarily German and English) and responds in the customer's detected language without translation artifacts. Vantage EU loaded 620 knowledge articles, their full API documentation, and GDPR compliance FAQ into the vector index.

    The rollout was phased by language: German and English first (days 1–5), then French, Dutch, and Spanish (days 6–10), then the remaining nine languages (days 11–20). Each phase included a monitoring review before proceeding. Full 14-country coverage was live in three weeks.

    Deployment Timeline

    Week 1

    HubSpot + Intercom + docs portal connected; German/English live

    Week 2

    French, Dutch, Spanish rollout; GDPR FAQ indexed

    Week 3

    All 14 languages live; CSAT monitoring active

    Month 2

    First support role not backfilled; 58% deflection holding

    Month 4

    Second role freed; cost-to-ARR ratio under 4%

    Month 6

    60% cost reduction confirmed in board review

    Results

    Six months post-deployment, Vantage EU's results are striking: a single AI layer now handles primary support for all 14 markets. The regional CSAT spread has collapsed from a 1.4-point gap to 0.2 points — every region now sits between 4.6 and 4.8.

    The company did not backfill two support roles that opened through natural attrition, redirecting the salary budget to product engineering. Support cost as a percentage of ARR dropped from 8.2% to 3.3%.

    The COO noted in an all-hands that the AI's ability to handle GDPR and billing questions — the two highest-volume query types — had removed the most painful part of their support backlog.

    Full Metrics

    MetricBeforeAfter
    Support cost reduction
    −60%
    CSAT (all regions avg)
    3.9/54.7/5
    CSAT regional variance
    ±1.4 pts±0.2 pts
    Languages supported
    6 (staffed)14 (AI)
    Response time (non-EU hours)
    18h avg4s
    Support-to-ARR cost ratio
    8.2%3.3%

    In Their Words

    We serve customers in 14 countries. UnifiedRAG handles all of them fluently. Our support costs dropped 60% in Q1. The regional CSAT variance we'd been chasing for two years — it just disappeared.
    SM

    Sofia Müller

    COO, Vantage EU

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