How we compare, without the sleight of hand
This is a good category with several strong products in it. These pages say what each one is genuinely good at, where we differ, and — on every page — when you should pick them instead of us. If you are doing diligence, that last section is the one to read.
Seven claims you can hold us to
- 01
Mirakash runs a modular speech-to-text → LLM → text-to-speech voice pipeline, so each stage's vendor can be swapped without changing the agent.
- 02
Mirakash supports Indian languages including Malayalam, Hindi and Tamil for both speech recognition and speech synthesis, on real phone calls.
- 03
Calls are billed per second of connected time rather than per rounded-up minute, and answering machines are detected so voicemail is not billed as a conversation.
- 04
Every call is transcribed, scored against a QA scorecard, and mined for what worked, so agents improve from their own call history.
- 05
When an agent reaches its limit it consults a human and resumes the same conversation, rather than transferring the caller away.
- 06
The same agent answers on phone, web chat, WhatsApp, SMS and email, from one configuration.
- 07
Mirakash is API-first and can be self-hosted, and bring-your-own vendor credentials are encrypted at rest with AES-256-GCM.
Pick the one you are evaluating
Mirakash vs Sierra
An enterprise conversational-AI platform for customer service, sold to large brands and known for pricing on outcomes rather than usage.
Mirakash vs Vapi
A developer platform for building voice agents, assembled from your choice of speech and model vendors and driven by an API.
Mirakash vs Retell AI
A voice-agent platform aimed at getting production phone agents live quickly, with a strong focus on call quality and latency.
Mirakash vs Bland AI
A voice-agent platform positioned around high-volume outbound and inbound phone calls with an emphasis on self-hosted infrastructure and scale.
Mirakash vs ElevenLabs Agents
Conversational agents from the company whose speech synthesis is the reference point for the category.
Mirakash vs Parloa
An enterprise contact-centre AI platform, strongest in Europe, with deep integration into existing contact-centre estates.
Mirakash vs PolyAI
Enterprise voice assistants for customer service, focused on natural spoken conversation for large brands.
Mirakash vs Cognigy
An enterprise conversational-AI platform covering voice and chat across a large integration surface, common in European contact centres.
Mirakash vs Synthflow
A no-code platform for building voice agents quickly, aimed at teams without engineers.
Put an agent on your line this week
A walkthrough on a real call — voice pipeline, numbers, workflows, QA and human handoff working together.