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AgenticDatacenters

DCIMate optimizes workloads, simulates airflow, and monitors temperature, all orchestrated by intelligent agents.

STEP 01 / 03

Connect

A lightweight agent, dcim-claw, runs inside your datacenter and continuously streams metrics from every sensor, server, and network device into DCIMate.

  • Temperature sensors
    Rack-level and ambient temperature, sampled every second.
  • PDU & power meters
    Per-device power draw and cumulative energy consumption.
  • Network & compute
    Switch utilization, CPU load, and memory metrics, streamed live.
dcim-claw agent · streaming live
DCIMate dcim-claw TEMP W POWER NET CPU HVAC MEM
digital-twin · airflow-sim LIVE
STEP 02 / 03

Simulate

DCIMate builds a live digital twin of your datacenter, a real-time model that mirrors airflow, thermal dynamics, and workload distribution from sensor to ceiling.

  • Thermal mapping
    Color-coded rack heatmaps updated in real time. Spot hotspots before they cause failures.
  • Airflow modeling
    Simulate cold/hot aisle dynamics and predict temperature under different load scenarios.
  • Predictive analysis
    Run "what if" scenarios: add a rack, spike load, and see the thermal impact instantly.
STEP 03 / 03

Optimize

AI agents continuously analyze your datacenter state and rebalance workloads, preventing overheating, cutting energy waste, and alerting you before issues arise.

  • Workload rebalancing
    Automatically migrate tasks from overloaded servers to idle ones.
  • Proactive alerts
    Get notified before thermal thresholds are breached, not after a failure.
  • Energy efficiency
    Reduce PUE by consolidating workloads and spinning down underutilized hardware.
workload-monitor
● UNBALANCED
91%
12%
88%
9%
94%
17%
S01
S02
S03
S04
S05
S06
energy saved
+0%

What DCIMate Does

AI-powered tools built for modern datacenters.

Workload Optimization

AI agents dynamically balance compute workloads across your datacenter infrastructure.

Digital Twin

A real-time 3D model of your datacenter simulates airflow and thermal dynamics.

Temperature Intelligence

Sensor arrays feed continuous thermal data, alerting you to hotspots before failures occur.

dcim-claw Agent

Chat with your datacenter. Query sensor data, trigger operations, and get insights via natural language.

Real-Time Sensors

Seamless integration with physical sensors through dcim-claw's open protocol.

dcimate · rack-view
ONLINE
Low Med High
agent activity
  • Optimization cycle complete · −8% energy
  • Workload migrated SRV-05 → SRV-02
  • Hotspot R2-4: 46°C · HVAC adjusted

Team Experience

The perfect blend of industrial and academic backgrounds.

Advanced Simulations

Computational Fluid Dynamics Finite Elements Methods Reduced Ordered Modeling

Data Driven Modeling

Time series analysis Image analysis Retrieval Augmented Generation Physics-informed neural network

High Performance Computing

Installation Configuration Administration of HPC clusters

Workflow Management Platform

INPUT PROCESS OUTPUT
Development Platform as a Service Low-code No-code applications

Contact

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Get in touch

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