New: the DM AI Connector lets Claude, ChatGPT or any MCP assistant answer from your live facility data. See how
PYTHIA TECHNOLOGIES 740.363.2272
Data center liquid cooling · Power · AI-ready

Liquid cooling, watched from the cooling tower to the chip.

Every layer of your liquid cooling in one live console: towers, water treatment, heat exchangers, CDUs, rack manifolds and the servers they cool, alongside the power that feeds them. Shared with your BMS, your NMS and your AI assistants.

Pythia DM liquid cooling pages: direct-to-chip rack, cooling plant, CDU, water quality and server
Talks to your equipmentBACnet/IPModbus/TCPModbus RTUSNMPLiebert IGMHTTPXMLDrivers for other equipment on request
DM for liquid cooling

When the loop breaks, you see it at once.

A GPU rack now carries more than 100 kW of heat on liquid alone, and a problem anywhere in the chain reaches the chip in seconds. The DM watches every layer and tells the right people the moment something changes.

Animated DM page with demonstration data: a CDU loses its pumps, the standby CDU takes over, and the alarms go out.

DM AI Connector

Ask the cooling plant what happened.

Claude, ChatGPT or any MCP assistant answers from the DM's live loop data: what failed, what took over, and which rack to worry about next.

How the AI Connector works →

AI assistant · connected to Pythia DMExample conversation
CDU-1 just alarmed. What happened, and are my racks OK?
Assistant · 10:43 AM

CDU-1 lost both pumps at 10:42. Pump 1 faulted and Pump 2 failed to start, so its flow dropped to zero. CDU-3 started on its own four seconds later and picked up the load.

  • CDU-1 pump fault · isolated · 0 gpm
  • CDU-2 and CDU-3 carrying 1,289 kW together
  • Supply to the racks holding at 88.2°F · all 8 racks normal · no leaks
  • Redundancy N+1 → N · no spare CDU

Your racks are fine. The risk is the next failure: with no spare, losing a second CDU would cost cooling. Facilities and IT on-call were emailed at 10:42. I'd get CDU-1 repaired today.

Which rack has the least cooling margin right now?
Assistant · 10:44 AM

Rack A04. Tray C07 is returning coolant at 112.4°F, 7° warmer than the rest of the rack, and GPU 3 is at 71°C. Manifold flow is normal, so check that tray's quick disconnects and cold plate.

Illustrative example. Not data from a real site.
  • LeaksRope, spot and tray sensors under manifolds, CDUs and floors raise a Critical alarm at once.
  • Loss of flowPump status, flow, differential pressure and filter loading, CDU by CDU.
  • Lost redundancyThe moment N+1 becomes N, on the page and in your inbox.
  • CondensationSupply temperature against the room's dew point, alarmed before the margin closes.
  • Water chemistryConductivity, pH, oxidizer and corrosion rate trended against their bands.
  • Warm facility waterSupply temperature against the site's ASHRAE W-class and the CDUs' approach.
132kW

Power in a single NVIDIA GB300 NVL72 rack, all of it carried away by liquid.

Source: published GB300 NVL72 rack specifications
~30seconds

When CDU pumps stop, coolant stops in about 10 seconds. Beyond about 30 seconds, GPUs face thermal shutdown.

Source: Vertiv, August 2026
53%

Share of AI chips that are liquid cooled in 2026, up from about a third in 2025.

Source: TrendForce, August 2026
Cooling towers and dry coolersChillersWater treatmentIsolation heat exchangersCDUsRack manifoldsRear-door heat exchangersLeak detectionLiquid-cooled servers
DM for power

And every watt that keeps it running, from the utility to the server.

Liquid cooling is only as reliable as the power behind its pumps. The DM follows the power through switchgear, generators, transfer switches, UPS, PDUs and the servers' own power supplies, and shows what each side would carry if its partner failed.

Pythia DM power pages: power chain, switchgear, generators, UPS and data hall PDUs
Utility and generatorsPower quality at the service entrance, and every generator ready before you need it.
UPS and batteriesRuntime, load and every battery cabinet, with what the survivor would carry in a 2N pair.
DistributionEvery PDU and rack feed, colored by what it would carry on failover.
The whole chainUtility to server on one page, with losses and capacity at every layer.
DM AI Connector

Ask the power system before you need it.

Find the overload that only shows up on failover, and the server that quietly lost a power supply, by asking in plain English.

How the AI Connector works →

AI assistant · connected to Pythia DMExample conversation
If UPS B fails, can UPS A carry the whole load?
Assistant · 9:12 AM

Yes. UPS A would carry 2,588 kW, 76% of its 3,400 kW rating, below the 80% watch line.

  • UPS A and UPS B sharing 2,588 kW · 38% each
  • UPS A alone · 76% of rating · below the 80% watch line
  • UPS A batteries · 6 of 6 cabinets fully charged
Which servers are running on one power supply?
Assistant · 9:13 AM

Three of 1,870.

  • SRV-0218 · rack R2-11 · power supply B at 0 W
  • SRV-0507 · rack R5-03 · power supply B at 0 W
  • SRV-0233 · rack R2-14 · power supply A failed

Check the B cords on the first two and replace SRV-0233's power supply A before any maintenance on either feed.

Illustrative example. Not data from a real site.
DM AI Connector

Ask your facility what's happening.

Connect your AI assistant to the DM and ask in plain English. It answers from your live equipment data, across cooling, power and everything else the DM watches.

ClaudeChatGPTAny MCP assistant
  • New assistant accounts are read-only. Only an administrator can allow writes.
  • Every write policy is off until an administrator turns it on.
  • Credentials and user accounts are never visible to the assistant.

See the AI Connector

Available for the DM server, SPDM, SPIGM and SPAC4.

The Pythia DM in 50 seconds

One platform for the equipment that keeps your site running.

  • UPS, generators, cooling, power distribution, leak sensors, servers and switches in one console.
  • Live equipment dashboards, alarms, notifications and trends.
  • Published to your BMS and NMS as BACnet/IP, Modbus/TCP and SNMP, automatically.
  • Runs on a rack server, a redundant pair, a Smart Panel or a cloud VM.
Explore the Pythia DM
Find the right fit

Monitoring platforms and Smart Panels for critical facilities.

Deployment

One DM, four ways to run it.

The DM software is the same everywhere. Choose the platform that suits the space and the resilience the site needs.

Pythia MSS and MSE 1U servers
MSS · MSE

Rack server

A 1U server for the data center or equipment room, Standard or Enterprise.

Redundant DM server pair diagram
MSS-DM-RK · MSE-DM-RK

Redundant pair

The DM is replicated to a standby server that takes over if the primary fails.

SPDM · SPIGM

Smart Panels

The same DM in a wall-mount enclosure for rooms without a rack.

DM Cloud dedicated VM
Cloud

DM Cloud

A dedicated VM identical to a purchased server, hosted by Pythia in Microsoft Azure.

Questions

Frequently asked.

What does Pythia Technologies make?

The Pythia DM facility monitoring platform, and Smart Panels for monitoring and controlling critical equipment: the Smart Panel IGM for Liebert IGM equipment, the Smart Panel AC4 changeover panel, and remote status panels such as the UPS Remote Status Panel.

What equipment can the DM monitor?

UPS systems, generators and transfer switches, CRAC units, chillers and pumps, power distribution and meters, leak and environmental sensors, and servers and network switches, over BACnet/IP, Modbus/TCP, Modbus RTU, SNMP, HTTP, XML and Liebert IGM. Drivers for other equipment are supplied on request.

Can Pythia replace a Liebert SiteLink or AC4 panel?

Yes. The Smart Panel IGM is a drop-in replacement for Liebert SiteLink on the existing RS-422 IGM wiring. The Smart Panel AC4 is a direct replacement for the legacy Liebert AC4 changeover panel.

Will it work with our BMS?

Yes. The DM publishes everything it monitors as a BACnet/IP device, a Modbus/TCP server and an SNMP agent, with the point maps built automatically.

Can AI assistants use our facility data?

Yes, with the DM AI Connector, available for the DM server, SPDM, SPIGM and SPAC4. Claude, ChatGPT or any MCP assistant can read live values, alarms and trends. Accounts are read-only by default, and changes are made only where an administrator allows them.

Does Pythia install and support the system?

Yes. Pythia provides turn-up and commissioning, remote or on site, custom graphic pages built from your drawings, and ongoing support from Powell, Ohio.

Contact

See the DM running on equipment like yours.

Ask for a demo, or tell us what you need to watch and we'll recommend the right platform and panels.

Pythia Technologies Inc.
740.363.2272
sales@pythiatech.com
7540 Sawmill Parkway, Suite E, Powell, Ohio 43065

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