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Necora Joins NVIDIA Inception Program

Necora joins NVIDIA Inception, gaining access to technical expertise, advanced tooling, and GPU resources to accelerate PodIQ™.

Necora and NVIDIA logos paired with a divider rule.

Necora announced it is joining NVIDIA's Inception Program, designed to foster the growth of artificial intelligence startups at different stages.

From Necora's side, joining the program strengthens its mission of building physics-bounded reasoning AI for critical infrastructure, starting with the data centers reinforcing 99.999% availability at scale.

Through the program, Necora gains access to NVIDIA's technical expertise, advanced tooling, and GPU resources, enabling us to accelerate development while meeting the rigorous performance, security, and reliability standards required by enterprise data center operators.

Pranav Mekal, CTO at Necora Technologies

Necora's flagship product, PodIQ™, is a vendor-agnostic reasoning and recommendation layer for data center infrastructure, spanning power, cooling, IT, and security. Read-only by architecture, PodIQ™ ingests telemetry across BMS, DCIM, EPMS, and security systems in parallel, applies physics-based constraints to rule out causally implausible hypotheses, and delivers four capabilities from the same causal model: root cause of any alarm in under one minute, predictive maintenance that surfaces degradation two to eight weeks before failure, continuous PUE and WUE optimization with up to 30% efficiency gains, and reduced operational risk by replacing manual triage with consistent, evidence-backed decisions, taking human error out of the loop. The approach uses small, task-specific models bounded by the physics of power and thermal systems, not internet-scale LLMs retrofitted to infrastructure, a critical requirement for high-availability, SLA-bound environments where operators face $20K per minute in downtime costs and up to $1M per incident in SLA penalties.

PodIQ™ is already deployed with anchor customers across Asia Pacific and Europe, with active pipeline conversations among Tier III and IV colocation operators globally. As an Antler portfolio company, Necora is scaling its commercial footprint across enterprise colocation and hyperscale operators.

About Necora

Necora builds PodIQ™, the operational intelligence platform reinforcing 99.999% availability at scale across data center power, cooling, IT, and security. PodIQ™ delivers root cause analysis, predictive maintenance, resource optimization, and reduced operational risk, vendor-agnostic and read-only by architecture. Necora is an Antler portfolio company headquartered in New York with operations in Singapore. Learn more at necora.io.