Turn Industrial Telemetry
into Autonomous Action.
The AI-powered IoT platform for modern machine fleets. Connect any PLC or sensor, monitor in real time, and talk to your operations in plain English.
Operational Interface
Human Intelligence
meets Machine
Performance
The AVOS console turns raw telemetry into a readable workflow. Operators ask questions in plain English, and the system returns structured answers, anomalies, and machine context without requiring custom scripting or proprietary query languages.
Use natural language to query compressors, pumps, and cooling systems without writing SQL or proprietary query language.
The system identifies threshold breaches, surfaces the affected unit, and returns the root cause in a structured narrative.
Trace the anomaly back to the source with live telemetry, threshold values, and a clear event timestamp.
Core Competencies
Engineered for Heavy Industry
and High Density
Natural Language Fleet Control
Talk to your equipment without learning proprietary interfaces. Translate SQL, histograms, and PLC states into clear insights on any device.
Multi-Protocol Edge-to-Cloud
Bridge critical boundaries instantly. Ingest Modbus registers, MQTT telemetry, and OPC-UA variables directly to a centralized zero-config neural broker.
Autonomous Anomaly Detection
Stop waiting for hard thresholds. Intelligent edge agent pipelines continually calculate dynamic machine states to intercept operational failures before they occur.
Platform Architecture
Under the Hood: The AVOS Architecture
Four tightly integrated engines working in concert — from raw signal acquisition to autonomous control.
Industrial IoT Telemetry Engine
Modbus & DNP3 variables ingested at the microsecond level directly from active PLCs.
Multi-Agent Intelligence Engine
Asynchronous neural nodes computing plant metrics to execute predictive controls.
MCP Industrial Server
Local context broker parsing raw liberated outputs into human-addressable telemetry assets.
AVOS UI Console
High-density charts, real-time command terminal, and alert panel access controls.
PLC / SENSOR
Edge Signal Capture
TELEMETRY
Real-Time Ingestion
AI ENGINE
Neural Inference
MCP SERVER
Context Broker
UI CONSOLE
Autonomous Action
Target Scenarios
Engineered for All Levels of Production
Deploy & Connect in Hours
Stop spending weeks writing custom mapping scripts and proprietary PLC interfaces. Leverage standard instrumented stacks with self-documenting JSON journals.
Ship Intelligent Hardware
Differentiate your machines by integrating the AVOS platform directly with your hardware. Provide your clients with turn-key predictive alerts and natural language query planes.
Zero-Latency Anomaly Oversight
Get context instantly. No more parsing cryptic terminal errors or digging through compliance logs while machines are experiencing heavy fault loops.
Enterprise Capabilities
Secure. Compliant.
Ready for Heavy Workloads.
On-Prem or Cloud
Run AVOS on an air-gapped secure edge, or scale globally with secure hybrid cloud configurations.
Role-Based Access Control
Granular authorization profiles built to align with ISO-27001 / SOC 2 point safety standard requirements.
MCP Standard Inspection
Control Protocol profiles in arbitrary high-reliability and security compliance.
Docker-Ready Deployments
No complex installation needed. Launch edge agent telemetry pipelines in single-shot terminal scripts.
Modernize Now
Ready to modernize your
industrial operations?
Book a 15-minute architecture walk-through with our platform engineers.