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AI AutomationTechnical Dossier

Relations AI

We built a high-performance AI customer support platform that automates conversations across voice and text in multiple languages for over 1 Billion interactions.

Relations AI

The Engineering Challenge

Relations AI set out to democratize enterprise-grade chat automation for businesses of all sizes. The challenge was to build an infrastructure capable of handling hundreds of millions of conversations across fragmented channels like WhatsApp, Instagram, Facebook, and Voice, while maintaining zero-latency response times. The platform also needed to empower non-technical users to build complex, multi-language conversational flows without writing a single line of code, all while being an official Meta Business Partner.

Strategic Solutions

Omnichannel Core

A synchronization layer that merges WhatsApp, Instagram, Facebook, voice, and email into one consistent timeline, so teams never chase missing context.

No-Code Workflow Builder

A visual canvas that lets non-technical teams ship multilingual flows quickly without sacrificing logic or personalization.

Voice + Text Orchestration

Advanced voice processing ensures phone interactions feel as polished as chat, with consistent tone and intent detection.

Unified Team Inbox

Human handoff happens inside a high-performance dashboard, preserving empathy when AI needs support.

Engagement Timeline

001

Discovery Sprint

Mapped omnichannel requirements, compliance constraints, and human handoff moments with product leadership.

002

Systems Architecture

Designed the unified conversation layer and scalability strategy for billions of AI interactions.

003

No-Code Experience

Built the visual workflow builder so non-technical teams could launch multi-language journeys fast.

004

Scale & Optimization

Hardened infrastructure, tuned latency, and shipped measurable cost reductions across channels.

Measurable Impact

1 Billion+

AI-powered conversations processed with high accuracy and reliability.

68% Lower Cost

Reduced cost per interaction, improving margins for support teams.

50+ Languages

Multilingual coverage that unlocks global rollouts without fragmentation.

Strategic Benefits

Engineering Success

Through our partnership, Relations AI gained a competitive edge. By focusing on measurable outcomes like cost reduction and operational speed, we helped them reallocate resources to innovation rather than maintenance.

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