โš™๏ธ Inside the engine

How Shrinam works.

Six steps. Sub-second. Every visit.

Shrinam is not a chatbot stitched together from off-the-shelf SDKs. She runs on a native engine that listens, reasons, remembers and learns on every turn โ€” engineered for sub-1.5-second responses and visitor-level memory that survives across sessions.

SSHRINAMHi! What brings you here today?YOULooking for a sales automation tool.SHRINAMGot it. What's your average deal size andmonthly inbound volume?Under โ‚น50kโ‚น50kโ€“โ‚น2Lโ‚น2Lโ€“โ‚น10L> โ‚น10LLISTENING ยท MEMORY ENGINE ACTIVE

The 6-step pipeline

From the visitor's first word to a booked meeting.

1Listen2Reason3Respond4Remember5Learn6Route
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1. Listen

Captures voice and on-screen context the moment a visitor lands.

๐Ÿง 

2. Reason

Runs Deep Mode: works through what, why, how, when, where before speaking.

๐Ÿ’ฌ

3. Respond

Replies in natural voice โ€” Hindi, English or whatever the visitor speaks.

๐Ÿ“

4. Remember

Stores every turn in the native memory engine, tagged to the visitor across sessions.

โš™๏ธ

5. Learn

Adapts in real time โ€” corrections persist, new rules adopted, no repeat mistakes.

๐ŸŽฏ

6. Route

Qualifies and routes โ€” books the meeting, escalates to a human, or schedules a follow-up.

~150ms
Speech-to-text first token
~300ms
LLM first token
~200ms
TTS first audio chunk
< 1.5s
End-to-end reply time

The engine stack

No third-party SDR widget โ€” every layer is native.

Voice transport

Gemini Live bidirectional WebSocket โ€” sub-second STT + LLM + TTS in one pipe.

Memory engine

Native CREG + MEEKU + Context Frame ฮš โ€” visitor-level long-term recall.

Identity

Voice-ID + name-snap so returning visitors are greeted by name.

Safety + cost

IPoCA gate, correction-detect, auto-leave for cost control.

Meeting transport

Recall.ai for Google Meet ยท WebSocket for the website.

Self-host

Single Node process + Postgres โ€” your data, your infrastructure.

Two minutes is all you need.

Open the mic, ask her anything โ€” feel the latency and the memory yourself.

Talk to Shrinam โ†’