Solutions

Find the layer of your infrastructure that needs attention.

GPU fleets, power and PDU capacity, agent activity, and the network path between them. The legacy monitoring platform you're already trying to replace. Start wherever the problem actually is; every solution below runs on the same platform underneath.

Not sure where to start? Get in touch

Three routes in

Three ways to start, one platform underneath.

Whichever one matches your problem today: visibility into the AI infrastructure layer, a direct replacement path off a legacy platform, or active testing unified with telemetry. All three run on the same normalized data model.

AI Infrastructure Observability

GPU fleets, power and PDU capacity, agent activity, and the network path between them: the parts of the AI buildout that don't show up in an application trace, correlated on one data model.

See the platform view

Observability Modernization

The direct replacement path off legacy NPM platforms, with a 90-day proof of value built in, not bolted on.

See the replacement path

Active Synthetic Monitoring

Outside-in and inside-out synthetic testing, unified with telemetry in one system instead of two panes of glass.

See synthetic monitoring

Inside AI Infrastructure Observability

One route, four wedges.

AI Infrastructure Observability isn't a single feature, it's a hub over four wedges of the AI stack.

GPU Fleet Solution

Fleet-wide GPU health, thermal, and utilization, down to a single device, so a cluster average can't hide the one that's failing.

See the GPU solution

PDU Fleet Solution

Rack power and breaker capacity, ranked by risk, so a feed drop never shows up as an outage first.

See the PDU solution

MCP & Agent Activity

Every AI agent read, attributed, and audit-logged: governance built into the platform, not sold as a separate add-on.

Network Path

East-west traffic and fabric health across the AI cluster, hop by hop.

By industry

Built for environments that can't tolerate downtime or exposure.

Healthcare

Air-gapped deployment supports data sovereignty and reduces exposure risk for teams managing HIPAA requirements. Scales to networks with 1,000+ locations.

Read the case study (PDF) →

Financial Services

Low-latency visibility for trading, banking, and payments, with on-premise and air-gapped compliance support.

Government & Defense

Classified-environment deployment with zero external connectivity.

Telecom & MSP

Multi-tenant deployment with tenant isolation and white-label options.

Replacing what you have

However you got here, there's a direct path off it.

Replacing NPM platforms

Device-based pricing at $150–300+/device/yr, replaced by a software-only model that works with the data sources you already have.

Let's talk

Replacing acquired tools

One all-inclusive contract value replacing the fragmented module pricing that shows up after an acquisition.

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Replacing legacy SaaS

A purpose-built, founder-led alternative to platforms now owned by private equity, with transparent pricing.

Learn more

Tell us which layer is causing the most pain right now, and we'll show you the fastest way to get visibility into it.

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