Representative Scenario
Multilingual recovery at scale for a Saudi collections BPO
How a ~120-agent collections operation running Arabic and English campaigns approached voicemail waste, right-party contact, and CITC compliance visibility with DialerBee.
At a glance
This illustrative scenario describes a Saudi Arabia collections BPO with roughly 120 agents running bilingual Arabic and English recovery campaigns. The operation faced high voicemail waste, low right-party contact, and limited compliance visibility. Applying DialerBee's language-aware Arabic AMD, predictive and progressive pacing, per-campaign compliance windows, consent and DNC tracking, and full call recording with audit logs over BYOC, the operation moved toward less agent idle time, stronger right-party contact, and a cleaner audit trail.
The Challenge
A collections BPO of this size burns a lot of agent time on calls that never reach a live person, and generic answering-machine detection tuned for English tends to misfire on Arabic voicemail greetings — driving both wasted dials and abandoned live contacts. On top of that, the operation needed clear, per-campaign visibility into calling windows, consent, and do-not-call handling to satisfy CITC and internal compliance expectations, which manual spreadsheets and disconnected systems made difficult to demonstrate.
The Approach
The operation deployed DialerBee across its Arabic and English recovery queues, leaning on language-aware AI AMD to separate live answers from voicemail more reliably in both languages, and on the broader collections solution for pacing, compliance windows, and audit tooling. Bring-your-own-carrier let the operation keep its existing regional carrier relationship and numbering while adopting DialerBee's dialing and compliance-supporting controls.
- Language-aware Arabic and English AMD to reduce voicemail waste and route only live answers to agents
- Predictive and progressive pacing selected per campaign to balance agent utilization against abandonment risk
- Per-campaign compliance windows aligned to regional calling-hour expectations
- Consent and DNC tracking with suppression applied automatically across campaigns
- Call recording plus audit logs, delivered over BYOC with the operation's existing regional carrier
Illustrative Results
- Reduced agent idle time — in selected pilot conditions, idle time moved into a lower range as pacing and AMD kept agents on live conversations
- Improved right-party contact on bilingual lists as Arabic voicemail detection stopped misclassifying live answers
- Fewer connects lost to voicemail, freeing agent capacity for recovery conversations that matter
- A cleaner, campaign-level audit trail spanning consent, DNC, calling windows, and recordings
- Faster deployment by reusing the existing regional carrier through BYOC rather than migrating numbering
- More consistent compliance-supporting controls across Arabic and English queues
Illustrative scenario based on typical DialerBee deployments — not a specific customer. Results vary by campaign, list quality, carrier, region, and configuration.
See DialerBee on your own recovery campaigns
Multilingual AI dialing, per-campaign compliance windows, and a full audit trail across 9 languages — walk through it with our team.