Performance benchmarks
IraVoice: High-Capacity Enterprise Telephony Performance
Solution Overview
IraVoice is a high-capacity telephony solution engineered to facilitate large-scale enterprise campaigns. Developed to manage massive volumes of simultaneous calls using standard server hardware, it provides a robust, resilient foundation for high-intensity outbound communication. The architecture is designed to maintain performance integrity without the requirement for bespoke, proprietary infrastructure.
Technical Benchmark Matrix (IraVoice)
The following benchmarks represent performance metrics derived from standard hardware configurations.
| Item | 8-Core Configuration | 16-Core Configuration (Streaming) | 16-Core Configuration (Non-streaming) |
|---|---|---|---|
| Simultaneous Calls | 1000 | 2500 | 3100 |
| Hardware Specs | 8-core / 8GB RAM | 16-core / 16GB RAM | 16-core / 16GB RAM |
| Connect Ratio | (33% / 1:3) | (33% / 1:3) | (33% / 1:3) |
| Call Duration | 1 minute | 1 minute | 1 minute |
| Recording | Enabled | Enabled | Enabled |
| VAD | Enabled | Enabled | Enabled |
| CPS | 60 | 60 | 60 |
Capacity Scaling
All capacity figures represent performance PER INDIVIDUAL DIALER. The system architecture supports linear scaling through multi-dialer clusters. For enterprise requirements exceeding these figures, horizontal scaling is seamlessly supported; for example, a cluster of two 16-core/16GB dialers is capable of handling campaigns exceeding 5,000 simultaneous calls.
Efficiency Takeaways
- High-Intensity Reliability: The platform maintains consistent stability during peak outbound campaigns, as verified by testing at a 33% connect rate.
- Voice Activity Detection (VAD) Benefits: All benchmarks were conducted with VAD enabled. This feature identifies human speech to reduce unnecessary data processing, ensuring system resources are dedicated exclusively to active, productive interactions.
- Linear Hardware Scaling: IraVoice is engineered to scale predictably. Performance increases linearly as core counts rise—moving from 1,000 to 3,100 calls—allowing for clear infrastructure roadmap planning.
Botcompose: Voice AI Interaction Efficiency
Solution Overview
Botcompose is a sophisticated Voice AI communication tool designed for maximum interaction efficiency. It is engineered to manage complex Speech-to-Text (STT) and Text-to-Speech (TTS) workflows while maintaining a significantly light hardware footprint. This enables high-density Voice AI processing even on cost-effective, entry-level server configurations.
Processing Benchmarks
The following benchmarks demonstrate system performance for botcompose.
| Item | 4-Core Configuration |
|---|---|
| Simultaneous Calls | 1000 |
| Hardware Specs | 4-core / 8GB RAM |
| Memory Usage | ~1.1G |
| Peak Per Core | 55% |
| Connect Rate | 100% |
| VAD | Enabled |
| Call Duration | 1 minute |
Note: The 1,000-call capacities detailed above are measured PER INDIVIDUAL DIALER.
Efficiency Analysis
- Consistent Scalability: Botcompose reliably maintains a 1,000-call capacity across all resampling scenarios.
- Exceptional CPU Overhead: Stability is a hallmark of the Botcompose architecture, with Load Averages remaining consistently below 1.0. This indicates that even at full 1,000-call capacity, the CPU retains significant overhead to manage sudden traffic spikes or increased processing complexity.
- Optimised Memory Consumption: The system demonstrates remarkably low memory requirements, typically remaining between 1.1GB and 2GB during full-load operations.
Infrastructure Strategy and Hardware Synthesis
Comparative Resource Summary
The table below synthesises the resource profiles of both solutions to assist in strategic infrastructure planning.
| Feature/Metric | IraVoice (Volume-Focused) | Botcompose (Intelligence-Focused) |
|---|---|---|
| Capacity Range | 1000 or ( 3100+ calls with 2 dialers) | 1000+ call capacity |
| Hardware Optimisation | 4-core to 16-core environments | 4-core to 8-core with 8GB RAM |
| Primary Use Case | Massive outbound telephony volume | Sophisticated Voice AI interactions (STT/TTS) |
Recommendation
We designate the 8-core server with 8GB RAM configuration as the enterprise standard for organisations seeking to implement a unified infrastructure across both product lines. This configuration represents the "Golden Mean"—the optimal intersection of cost-efficiency and performance reliability. Botcompose operates with significant processing overhead to spare, ensuring total stability for Voice AI interactions. Simultaneously, IraVoice achieves a high-performance throughput of 1000 simultaneous calls, providing a versatile and cost-effective standard for enterprise deployment.
This configuration is designated as the strategic standard for the following reasons:
- High-Performance Throughput: The 8-core 8GB specification ensures IraVoice achieves a robust throughput of 1,000 simultaneous calls, meeting the requirements of the vast majority of enterprise-scale campaigns.
- Operational Standardisation: Utilising this hardware specification across the environment simplifies procurement, streamlines maintenance, and provides a versatile foundation that can be reassigned between volume-focused and intelligence-focused tasks as business needs evolve.