Northstar — Powered by Star Ridge Systems
PRODUCTION AI OPERATIONS

Operate production AI with confidence.

Know what your production AI is doing. See whether it is healthy, what it costs, what changed, and when somebody needs to act — regardless of who built it.

5 Founding Customer Positions · $1,000/month · 3-month initial commitment

Health Know whether systems are operating normally.
Usage See events, tokens, activity, and utilization.
Cost Understand where AI spend is occurring.
Attention Surface operational signals that need action.
THE OPERATING LAYER

Production AI creates an operations problem.

Once AI systems move beyond experiments, engineering teams need more than model output. They need operational visibility across systems, agents, providers, usage, failures, latency, cost, and changes over time.

01

See the estate

Bring monitored AI systems and agents into one operational view instead of piecing together signals across individual providers and applications.

02

Understand behavior

Track operational health, errors, latency, usage, token consumption, and cost so teams can understand how production AI is behaving.

03

Know when to act

Turn telemetry into operational signals so engineers can identify systems requiring investigation instead of continuously checking dashboards.

VENDOR-NEUTRAL OPERATIONS

Your operations layer should not depend on one model provider.

Northstar is designed around the AI systems your organization operates, not around a single model vendor. Production applications can emit operational telemetry into Northstar so teams have a consistent view across their AI estate.

The objective is straightforward: make production AI observable enough that somebody can operate it responsibly.

1
Connect a monitored system

Provision the AI application or agent Northstar will observe.

2
Send operational telemetry

Record system activity including performance, usage, token, cost, and operational information.

3
See the operational picture

Northstar aggregates the signals into an operator-focused view.

4
Investigate what needs attention

Operators can focus on systems and signals that warrant human investigation.

WHAT NORTHSTAR SHOWS YOU

Operational signals in one place.

Northstar's current production beta focuses on the signals engineering teams need to begin operating an AI estate as a system rather than a collection of isolated applications.

System health Healthy, warning, and critical operational state.
Event volume Understand activity across monitored systems.
Error rate See failures as part of the operational picture.
Latency Track response-performance indicators.
Token usage See input, output, and total token consumption.
AI spend Understand system-level and estate-level cost.
Cost per event Connect activity with consumption economics.
Attention signals Identify systems that warrant investigation.
SEE NORTHSTAR RUNNING

Production AI operations in a real console.

Northstar is already running as an authenticated production beta. This view shows the current Operations Console monitoring a live validation system, including operational health, usage, cost, and systems that require attention.

Northstar Operations Console showing production AI system health, events, errors, latency, token usage, cost, attention signals, and monitored systems
Northstar Operations Console — live production beta environment with Star Ridge Systems validation data. Customer environments and integrations are configured separately.
RUNNING SOFTWARE

Built for production validation, not a slide deck.

Northstar is running as an authenticated production beta with tenant isolation, monitored-system provisioning, telemetry-key lifecycle, event ingestion, persisted operational telemetry, aggregation, and an operator console.

Founding customers help validate Northstar against real AI estates, operational workflows, and engineering requirements.

Authenticated operator access ✓
Tenant-aware monitored systems ✓
Telemetry-key provisioning ✓
Production telemetry ingestion ✓
Operational aggregation ✓
AI operations console ✓
FOUNDING CUSTOMER PROGRAM

Put Northstar against a real production AI estate.

We are selecting five founding customers to run Northstar against real production AI systems and agents. Founding customers work directly with the founder to validate the operational visibility, alerts, reporting, and workflows that matter most in production.

  • Assisted onboarding and instrumentation
  • Monitoring for an agreed initial production AI estate
  • Health, errors, latency, usage, token and cost visibility
  • Operational anomaly and incident visibility
  • Alert configuration
  • Operational reporting
  • Direct founder-level support and structured product feedback

Keep your founding rate. After the initial three-month commitment, qualifying founding customers may continue month-to-month at the same $1,000/month base rate while the subscription remains continuously active.

The founding rate covers the agreed founding-plan scope. Materially expanded environments or telemetry volume, substantial custom integrations, professional services, and future premium modules may be priced separately. If a founding subscription is canceled and later restarted, then-current Northstar pricing applies.

Founding Customer
$1,000 / month

3-month initial commitment

Limited to five founding-customer positions.

Continue afterward at the grandfathered $1,000/month base rate while your qualifying founding subscription remains continuously active.

Become a Founding Customer Request a demo instead →
Northstar, powered by Star Ridge Systems

Know what your production AI is doing.

See whether it is healthy, what it costs, what changed, and when somebody needs to act.

See Northstar in Action