What is AI MRF?
AI MRF extends the IMS Media Resource Function with RTP anchoring, codec processing, media mixing, IVR, streaming STT/TTS, and low-latency Voice AI pipelines.
View AI MRF platformAI-powered Communication & Commerce Infrastructure Platform
Unifying mVoIP, MRF Media Processing, and AI Voice Intelligence in One Telecom Infrastructure
Connect carrier VoLTE networks to enterprise voice services through mVoIP, and support large-scale voice services with MRF-based real-time RTP media processing.
We provide the core layers of telecom infrastructure, from SIP session control and VoLTE interconnect to RTP media processing, AI voice service integration, and high-availability operations.
99.999% Telecom-Grade Availability
Optimized for Mobile Carriers and Enterprises
Scalable to Millions of Concurrent Sessions
Deployment Architecture
Built for High Availability and Intelligent Service Operations
CallityLabs deployment architecture is designed to ensure high availability, real-time media processing, and scalable AI service integration. Each layer is modular, redundant, and optimized for ultra-low latency communication environments.
99.999% Service Availability
Active-Active Redundancy
Real-Time Media Processing
Scalable AI Integration
Access Layer
VoLTE / VoWiFi Endpoints
Traffic Distribution
Load Balancer & Session Routing
IMS Core Cluster
SIP Routing / Policy / Session Control
Media Fabric Cluster
MRF / vMRF Media Processing
AI Service Layer
ASR / TTS / Intent Intelligence
Commerce Intelligence
Intent Prediction / Conversion Logic
Search Topics
Answers for AI MRF, IMS, mVoIP, and real-time Voice AI searches
CallityLabs explains the core infrastructure topics buyers search for when planning carrier-grade voice, media, and AI communication services.
When do you need an mVoIP platform?
mVoIP is used when mobile or carrier voice services need SIP/WebRTC enablement, IMS interworking, VoLTE or VoNR continuity, and telecom-grade reliability.
View mVoIP platformHow does SIP/WebRTC connect to Voice AI?
SIP and WebRTC voice sessions can be connected to AI AS and AI MRF layers for real-time recognition, intent analysis, response generation, and voice automation.
Explore technologyAI MRFIMS platformmVoIP platformSIP/WebRTC voicereal-time Voice AI
Enterprise Infrastructure Solutions
VoLTE Interconnect mVoIP Platform and MRF Media Solutions
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VoLTE Interconnect mVoIP Platform
A carrier-grade mVoIP platform that connects VoLTE networks with enterprise voice services using SIP-native session control, policy enforcement, and interworking gateways.
- VoLTE Network Interconnect
- SIP Signaling Architecture
- Carrier-Grade mVoIP Scalability
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MRF / AI MRF Media Processing Solution
A high-availability MRF media runtime for real-time RTP anchoring, codec processing, media mixing, and optional voice AI pipeline integration.
- RTP Media Anchoring
- MRF Media Pipelines
- Deterministic Failover Recovery
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Intelligent AI Application Server (AI AS)
Production-ready voice AI intelligence infrastructure integrating streaming ASR, neural TTS, and LLM-driven intent inference directly into live telecom call routing and agent workflows.
- Streaming ASR / Neural TTS
- Native VoLTE AI Integration
- Voice Agent Automation Flows
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High-Throughput VoIP Media Solutions
Distributed media processing fabric optimized for adaptive transcoding, real-time RTP anchoring, and low-latency stream delivery across enterprise network edges.
- RTP Media Streaming
- Multi-Codec Transcoding
- Ultra-Low Latency Delivery
05
Conversational AI Voice Commerce Enablement
An AI-powered voice commerce platform that analyzes real-time customer intent signals during mVoIP calls to deliver personalized recommendations and instant conversion pages.
- Real-Time Intent Detection
- Context-Aware Recommendations
- Automated Commerce Activation
- Revenue Intelligence Metrics
AI Conversion Engine
Optimizing the Voice Commerce Funnel
CallityLabs is a telecommunications technology firm specializing in 3GPP IMS core architectures, software-defined mVoIP systems, and high-performance AI MRF platforms. We engineer and operate resilient communication infrastructure, empowering global operators and modern enterprises to deploy secure, cloud-native voice services with operational predictability.
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Secure mVoIP Voice Interaction
2
Real-Time AI Intent Analysis
3
Contextual Product Recommendation
4
Automated Offer Delivery
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Seamless Purchase Conversion
Technical Advantages
Combining IMS Network Infrastructure Engineering with Production Voice AI Execution
Deep IMS & VoIP Domain Expertise
Native AI Infrastructure Integration
Highly Scalable Microservices Architecture
Technical Deep Dive
Architecting the Stack: From SIP Signaling to Real-Time Voice AI Pipelines
Our platform bridges standard telecom design principles with modern hybrid-cloud infrastructure. Every component is optimized for protocol compliance, end-to-end observability, and deterministic service behavior under peak user loads.
IMS Core & mVoIP Session Control
Standards-compliant session control layer for secure VoLTE, VoWiFi, and enterprise mVoIP, ensuring seamless service continuity across diverse access networks.
- SIP registration, intelligent routing, and policy-aware session admission control
- VoLTE/VoWiFi call setup optimization with cross-network interworking support
- Secure session boundary management and dynamic network topologies
AI MRF Media Processing Fabric
A high-throughput AI MRF media plane responsible for low-latency RTP anchoring, digital signal processing, and direct integration with voice AI pipelines.
- Real-time RTP stream anchoring and hardware-accelerated codec transcoding
- Low-latency audio pipes: Streaming STT -> Dialog Orchestrator -> LLM -> Streaming TTS
- Dynamic media mixing, multi-party IVR, and immediate endpoint response routing
AI AS Voice Intelligence
An advanced AI Application Server (AI AS) layer integrated into the live call routing control path to maximize voice automation and intent inference accuracy.
- ASR engines fine-tuned for specialized telecom jargon and noisy mobile channels
- Neural TTS engines for expressive, multi-lingual, and context-appropriate voice synthesis
- Real-time semantic intent analysis for intelligent call routing and automated conversion triggers
Cloud-Native Infrastructure & Resilience
Distributed network topology engineered for strict high availability, low edge latency, and micro-fault isolation.
- Multi-region active-active clusters for mission-critical core signaling and database services
- Sub-second failover state replication across distributed signaling and media control functions
- Horizontal auto-scaling strategies capable of sustaining millions of concurrent RTP sessions
Core Architecture
Mission-Critical Telecom Engineering & AI Voice Technology
- Cloud-Native IMS Architecture
- Optimized SIP / RTP Protocol Stack
- Low-Latency Media Processing (MRF)
- AI AS-Powered Voice Intelligence
- 99.999% High Availability Uptime
Target Applications
Built for Telecom Operators, Global Enterprises, and AI Voice Commerce
- Telecom Operators & Carriers
- Enterprise mVoIP Communication
- 5G / VoLTE Infrastructure
- High-Scale Media Platforms
- AI-Driven Conversational Commerce
Infrastructure Reliability
99.999% Telecom-Grade Availability
Optimized for Mobile Carriers and Enterprises
Scalable to Millions of Concurrent Sessions
Contact Infrastructure Team
Discuss Your IMS, mVoIP, or AI MRF Migration Strategy
Share your capacity requirements and current network topology. Our network architects will provide customized deployment options, integration paths, and an architectural fit assessment.
Enterprise Sales
sales@callitylabs.com
For business inquiries, contact us by email or submit the inquiry form.
Global Offices
Headquarters (Silicon Valley)
One Apple Park Way, Cupertino, CA 95014, USA
Korea Branch
1F, Room 95, 71-11, Hyoryeong-ro 67-gil, Seocho-gu, Seoul, Republic of Korea
UK Branch
Silicon Roundabout, Old Street, London EC1V 9BP, United Kingdom