AI
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Roistat

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Moscow, Russia • platform

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About & Core Expertise:

End-to-end marketing analytics with AI speech analytics that scores every sales call against your script and syncs results to AmoCRM and Bitrix24.

Minimum Budget: $300+/mo
Average Payback: 1-2 Months
Verification Stamp: Nov 4, 2026

Deployed AI Agent Types:

AI Call Analytics (AI Sales Manager)
Lead Source Attribution
Speech QA Agent

Technology Stack & Integrations:

AmoCRM Bitrix24 Speech analytics Calltracking
Enterprise Lifecycle

4-Stage Production Delivery Lifecycle

01 1–2 wks

Audit & Workflow Mapping

Audit of CRM, knowledge base, and operational flows. ROI model and security boundary planning.

02 2–3 wks

Architecture & PoC

Multi-agent graph setup, vector retrieval configuration, and deterministic guardrail layers.

03 1–2 wks

Full System Rollout

Telephony, CRM, ERP, and messaging channel integration with end-to-end stress testing.

04 24/7/365

LLMOps & Monitoring

Continuous observability, automated regression testing, prompt optimization, and 99.9% SLA.

Operational Economics

ROI Benchmark: Human Team vs Deployed AI Stack

Operational Metric Legacy Human Team Deployed AI Stack Business Delta
First Response Latency 15–45 mins < 30 seconds -98% wait time
Operating Window 5/2 (09:00 — 18:00) 24/7/365 non-stop +280% coverage
Cost per Touchpoint $2.00 — $5.50 $0.04 — $0.20 -85% unit cost
Concurrent Capacity 3–5 calls / rep 10 000+ concurrent 0 dropped leads
Need a custom estimate for this stack? Run custom calculations in our ROI Estimator