TL;DR

Samora runs multilingual, domain-aware AI voice agents for real inbound and outbound phone calls. We own deployment, monitoring, compliance guardrails, observability, and human escalation so companies don’t have to operate voice agents themselves.

Our Launch Video: https://youtu.be/YgXGz0OOvG8

The Problem

Phone calls still power core workflows: customer support, collections, verification, recruiting, outreach, feedback, and much more.

In production, calls are unpredictable. People interrupt. They switch languages mid-sentence. They use dialects. Audio quality is inconsistent. There is background noise. Networks drop. Conversations are policy-sensitive, and one wrong response can create compliance risk.

Voice AI platforms make it easier to build agents. But once live, someone still has to manage runtime behavior, monitor edge cases, enforce policies, investigate failures, and handle escalation.

Most teams do not want to build an internal AI voice operations function.

We learned this the hard way while scaling a voice agent to thousands of users across India as part of a national helpline. Linguistic diversity, code-switching, choppy lines, and local infrastructure constraints quickly exposed the gap between a working demo and a production system. Reliability, observability, and controlled escalation became non-negotiable.

The Solution

Samora operates multilingual AI voice agents in production environments.

We handle:

• Code-switching and dialect-heavy conversations
• Strict policy enforcement and compliance controls
• CRM, ATS, and ticketing integrations
• Turn-level observability and structured explainability
• Managed human escalation using trained Samora human operators when conversations become sensitive or uncertain

Calls are fully logged and auditable. Customers can see what the agent heard, what rule was applied, what action was taken, and why it escalated.

Today, Samora supports paying customers across financial services, recruitment, healthcare, consumer goods, automotive, and government workflows. In production, we have achieved 80 percent First Contact Resolution in support use cases, a 12 percent lift in collection rates for an auto finance company, and reached 100,000+ candidates while saving 1,700 recruiter hours.

Most pilots go live in under a week.

If you operate high call volumes and do not want to own deployment, monitoring, and escalation of AI voice agents, reach us at founders@samora.ai.

We welcome introductions to teams facing similar challenges.