Necora

Predict Early. Diagnose Faster. Recover Efficiency. Protect Uptime

The industry’s first AI led unified cross-domain, reasoning and recommendation layer for data center operations

Explore PodIQ™ →
Backed byAntler
Partnered withNVIDIA Inception Program

$7 trillion of infrastructure. Run on alarms and spreadsheets.

Unplanned downtime is an operational inevitability. The damage isn't the failure.

It's the time to find it.

$600B

Lost globally to downtime/year*

1 in 2

DCs report significant outage/year

$15K

Lost per minute of unresolved issue*

$1M+

Cost for 1 in 5 outages*

92%

Outages caused by human error*

~45 mins

Spent on manual diagnosis per incident

* Uptime and Splunk

Five ways PodIQ™ changes operations.

A unified intelligence layer for savings, diagnosis, prediction, uptime, and security. Each capability is designed to sit above existing systems without forcing a rip-and-replace program.

Operations Optimization
Up to 30% savings

Operational Optimization with up to 30% Savings

Track energy, water, and carbon savings from your own data.

Experience true savings and efficiency across datacenter operations with a vendor-agnostic, unified operational intelligence layer that integrates with existing systems. The cross-domain layer spans power, cooling, IT, and security, giving teams the real-time visibility needed to optimize operations with a complete audit trail and a deployment path measured in weeks.

Up to 30% savingsReal-time telemetryVendor agnosticComplete audit trail

Predict Early. Diagnose Faster. Save More. Reinforce Uptime.

< 1 min

Time to root cause across four systems — vs 30 to 60 minutes of manual triage

Up to30%

PUE and resource efficiency gains possible — powered by causal intelligence across power, cooling, and IT operations

2–8 wk

Lead time on degradation — caught before any threshold breach

~80%

Of outages preventable with earlier intervention on existing signals

How we compare

What makes PodIQ™ different.

The reasoning layer for data centers — across power, cooling, IT, and security.

PillarNecoraMonitoring toolsAutonomous AI
Cross-domain RCACross-domain ranked root causeAlarms, no causal reasoningCooling-flavored, single-domain
Predictive maintenanceCross-domain precursors, 2–8 weeks earlyThreshold alerts onlyCooling-led predictions
OptimizationWhole-site, up to 30% reductionOperator interprets dashboardsCooling efficiency only
Risk postureRead-only by architectureHuman decides every actionWrite-capable, AI makes decisions
DeploymentOn-prem · data sovereigntyCloud or hybridCloud
Cross-domain reasoningYes — category-definingNoPartial — cooling only

Necora reasons across power, cooling, IT, and security — on-prem, read-only, no rip-and-replace.

Pilot

See PodIQ™ in action. Schedule a pilot.

Software-only. No new hardware, no firmware, no rip-and-replace. PodIQ™ rides on top of what you already run and is reasoning over your facility inside of two months.

Schedule a pilot →
W1-2TwinW3-4HistoricW5-6Live signalW7-8Production

Live in 8 weeks

Digital twin, 90 days historical training. Pilot ships in days, not quarters.

OPC-UALIVEModbus TCPLIVEBACnet/IPLIVESNMP v3LIVEMQTT 5.0OPT

Speaks to your existing stack

BACnet, Modbus, SNMP, MQTT, OPC-UA, IEC-61850 — vendor-neutral, no agents and no firmware. Plug PodIQ™ in over what you already run.

READ-ONLYBMSDCIMEPMSSECPodIQ™REASONINGWRITE: BLOCKEDNO CONTROL-PLANE ACCESS · STRUCTURAL, NOT PERMISSION

Read-only by architecture

No control-plane access by design. PodIQ™ reads from your stack and reasons over it — but cannot write to or modify any equipment, even if asked. Zero new risk surface.

FAQ

Check Out the Answers to Common Questions.

Is PodIQ™ predicting failures today?

The reasoning engine and cross-domain causal architecture are built. What makes prediction work for your site is your telemetry — and we can only learn your facility once it's connected. That's what the deployment is for. By Phase 3, the engine knows your site well enough to flag degradation before alarms fire.

How is PodIQ™ different from DCIM or monitoring?

DCIM and monitoring tools generate alerts, dashboards, and asset views — each scoped to one domain. PodIQ™ reasons across them. It sits above your stack, not inside it. We're not replacing what you have. We're explaining what it can't.

How does cross-domain reasoning actually work?

PodIQ™ ingests telemetry from BMS, DCIM, EPMS, and security systems in parallel via standard protocols. It runs continuous baselines specific to your site, traces how events propagate across domains, and applies physics-based constraints to rule out causally implausible hypotheses. The output is ranked candidates with the evidence that supports each one.

Is PodIQ™ read-only?

Yes, by architecture. PodIQ™ has no control-plane access by design — it cannot write to or modify any equipment, even if asked. This is a structural property, verifiable in the deployment.

How does deployment work?

Three phases. Phase 1: digital twin with no live data — we model your site from documentation. Phase 2: historical training — your past alarms train the model and we show you what PodIQ™ would have caught. Phase 3: live read-only feed. You decide when each phase advances.

Who is PodIQ™ built for?

Colocation operators and enterprise teams managing Tier III–IV facilities — especially multi-site operators and teams running high-density AI workloads, where slow diagnosis is the most expensive minute of the day.

Will PodIQ™ replace our existing systems?

No. PodIQ™ sits above your existing stack and reads from it. Your BMS, DCIM, EPMS, and security systems continue operating exactly as they do today. PodIQ™ adds the reasoning layer your existing stack was never designed to do.

— Get Started

Ready to stop chasing alarms and start finding causes?

Read-only, live in 8 weeks. Backed by Antler. Partnered with NVIDIA Inception Program.

Schedule a pilot →