JARVA  LABSJL
WorkRetainer

Multilingual voice agent unlocked four-times the inbound call capacity.

Inbound calls in four languages — Dutch, English, Arabic, French — answered, qualified, and either resolved or routed in under 90 seconds. Without hiring.

4.1×inbound capacity
ClientEuropean logistics SME · NDA·IndustryLogistics · GCC + EU corridor·TierRetainer
The challenge

The client runs an EU↔GCC freight brokerage. Inbound call volume had tripled in 18 months but the team hadn't grown — every new hire took six months to ramp on the four languages required, and turnover was 30%/year on the support desk.

Missed-call rate sat at 19%. Each missed call was worth €400 average revenue. The cost of a person to fix this was higher than the missed calls.

What we built

The system

A voice agent layer that sits between Twilio's inbound trunk and the human team:

  • Pickup within 2 rings. Whisper transcribes in real-time, detects language, switches the agent's voice (ElevenLabs) accordingly.
  • Triage agent (Claude). Three buckets: handle directly · qualify and book · escalate to human. Decision in ~3 seconds.
  • Resolve directly: order status, ETA queries, document requests — fully automated, <60s call duration.
  • Qualify and book: for new business inquiries, captures details and books a follow-up call directly into the team's calendar.
  • Escalate: keeps the caller on the line, hands the conversation transcript to a human. Human picks up with full context.

What was hard

The hard part wasn't the AI. It was identifying which 60% of calls could be handled directly without losing the relationship feel. That came out of the audit phase — three weeks of listening to recorded calls before writing a line of code.

The second hard part was the language switching. ElevenLabs voices needed per-language tuning so the customer didn't notice mid-call swaps when the agent escalated and a human took over.

The results
4.1×inbound capacity unlocked
<90savg time to resolution or routing
19% → 2%missed-call rate
€48k/yrrecovered revenue · y1
Tech stack
n8nWhisperElevenLabsTwilioSupabaseClaude
We didn't hire. We didn't lose customers. The voice agent answers in Arabic at 03:00 and our Tuesday-morning post-it about 'who's covering the hotline this week' is gone.
COO · client name under NDA

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