VDVADIM DEIKALO

ASTERISK · STREAMING STT/TTS · CRM

Voice AI and telephony built around the whole call

A useful voice bot is not only speech-to-text plus an LLM. I engineer the complete call path: lead selection, dialing, streaming audio, interruption handling, dialogue state, booking, retries, recordings, and the final CRM outcome.

WHAT I DELIVER

A complete working system, not an isolated code fragment.

01

Telephony integration

Asterisk AMI, AudioSocket, SIP/WebRTC, inbound and outbound call flows, line access, and call state.

02

Real-time voice pipeline

VAD, streaming STT, low-latency TTS, barge-in, echo rejection, timeouts, and graceful recovery.

03

Controlled dialogue

State machines, critical intent rules, LLM reasoning within boundaries, scheduling, objections, and handoff.

04

CRM and operations

Lead selection, deduplication, retry policies, transcripts, recordings, outcome fields, alerts, and reporting.

DELIVERY PROCESS

From an unclear workflow to a controlled release.

  1. 01

    Map the call objective, legal and operational constraints, telephony provider, and CRM lifecycle.

  2. 02

    Build a narrow end-to-end call path and validate audio quality before expanding the dialogue.

  3. 03

    Test interruptions, silence, noise, voicemail, ambiguous answers, and integration failures as first-class scenarios.

  4. 04

    Launch with monitoring and conservative limits, then improve the script from real call outcomes.

RELEVANT PROOF

Case studies connected to this service.

COMMON QUESTIONS

Useful details before we start.

Can callers interrupt the bot?+

Yes. The Telefonia pipeline included barge-in, TTS cancellation, self-echo rejection, and a return to listening.

Can the result be written to a CRM?+

Yes. I have implemented call outcomes, manager notes, facts, transcripts, recordings, and follow-up activities in Bitrix24-style workflows.

Can you improve an existing voice bot?+

Yes. I can audit latency, turn-taking, state transitions, retry logic, prompts, and CRM synchronization independently.

HAVE A REAL WORKFLOW TO IMPROVE?

Share the current process and the result you need.

Discuss the project