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.
Below is what Retell AI is good at, said without sandbagging, and where we differ — in terms you can check on a call with either of us.
Real attention to latency and interruption handling, which is where most voice agents actually fail.
Fast path from idea to a working phone agent.
Good telephony integration and a clean product surface.
What we can do that is hard to answer
Indian languages on real phone calls
Malayalam, Hindi and Tamil among others, for both speech recognition and speech synthesis, on the public telephone network — not an English model with an accent setting, and not text-only. This is the difference that decides most deals we win: a platform built for English-speaking markets can be excellent and still be unusable for a call centre in Kerala.
Agents that improve from their own calls
Every call is transcribed and scored against a QA scorecard, and what worked is mined into a library the other agents draw on. QA is usually a separate product bolted on afterwards; here the loop closes without anyone exporting a spreadsheet.
Consult and resume, not transfer away
When the agent reaches its limit it consults a human or another agent, gets an answer, and continues the same conversation. The caller is not handed off and does not repeat themselves from the start. Escalation as a transfer is the industry default and it is the point at which most of the experience gain is given back.
Self-hostable, and your credentials stay yours
The platform is API-first and can run in your own infrastructure, and bring-your-own vendor keys are encrypted at rest with AES-256-GCM. For regulated buyers who cannot send call audio to a vendor's cloud, this is frequently the whole decision.
When you should pick Retell AI instead
Your calls are in English, you want a hosted product rather than infrastructure you control, and QA and coaching already live somewhere else in your stack.
We would rather tell you that now than three weeks into an evaluation. If that describes you, they are a good choice and we will say so on the call.
Everything on this page about Retell AI is drawn from their own public positioning and reviewed on 2026-08-15. Products move, and this one may be out of date before we notice — if we have got something wrong about Retell AI, tell us at mirakash.com/contact and we will correct it. We are not interested in winning an argument with a page nobody can reply to.
Put an agent on your line this week
A walkthrough on a real call — voice pipeline, numbers, workflows, QA and human handoff working together.