Use cases
Inventory
Find every tool, owner, seat, and cost.
Savings
Catch waste, overlap, and renewals early.
Access
Onboard and offboard across your stack.
Context
Map how people, tools, spend, and agents connect.
For
Founders
Protect runway by seeing every tool and cost.
Engineering
Control AI usage, access, and provider spend.
Finance
Reconcile software spend and find waste.
Operations
Keep inventory, access, and renewals current.
Resources & company
Resources
Guides and practical software insights.
Manifesto
Why software operations need a new model.
Press
Company news and media resources.
Partners
Build and grow with ELI.
IntegrationsStacksTools
Talk to a humanDiscover my stack
IntegrationsStacksTools
Discover my stackTalk to a human

Company

  • Home
  • Manifesto
  • Talk to us
  • Partners

Help

  • Terms of service
  • Privacy policy
  • Docs

Product

  • Inventory
  • Savings
  • Access
  • Context

For teams

  • Founders
  • Engineering
  • Finance
  • Operations

Explore

  • Integrations
  • Tools
  • Stacks
  • Startup credits
  • Articles

Socials

  • LinkedIn
  • Instagram
  • TikTok
  • YouTube
Enterprise Layer Intelligence
Categories/Data Analytics/Princeps
Princeps

Princeps

Founded by Conrad Frøyland Moe

Benchmark compute risk and underwrite silicon downtime using live telemetry data

Pricing model

Demo

Rating

★ People love it

Time to value

Requires Expertise

You can use Princeps to evaluate and price compute risk across modern hardware infrastructure. The service creates real-time actuarial benchmarks for system downtime, hardware failure, and model liabilities based on live operational telemetry rather than historical loss records. Lenders, insurers, and compute brokers reference these standardized metrics to structure compute bonds, underwrite liability policies, and hedge capacity volatility. It automates SLA breach assessments and settles compute financial contracts directly against verified operational data for high-performance data centers and AI clusters.

What Princeps does

Calculate spot prices for GPU compute hoursStructure compute bond yields based on operational failure probabilityAssess financial penalties automatically when SLA uptime drops below limitsSettle compute debt contracts against live infrastructure metricsTrack failure metrics directly from server cluster telemetryGenerate risk benchmarks for silicon hardware financingTelemetry-based risk pricing models for compute assetsReal-time tracking of hardware downtime and component failure ratesFinancial clearing house mechanisms for compute capacity tradeAutomated SLA breach calculation and settlement formulasActuarial tables specifically designed for AI silicon and clustersCompute bond structuring and coupon pricing formulasStandardized risk references for underwriters and debt lenders

Pricing breakdown

Pricing model: Book a demo

Tutorials & Demos

Frequently asked

Want a tailored answer?

See whether Princeps fits your stack.

Techbible weighs Princeps against what you already pay for, your team shape, and the work that's actually happening. Free to start.

Side by side

Compare Princeps

Search the catalog or pick a similar tool to compare pricing, features, and fit.

Or pick from similar tools

More in Data Analytics

All tools →
Hotjar

Hotjar

Track website visitor behavior through heatmaps, session recordings, and feedback surveys

Amplitude

Amplitude

Track user behavior, analyze conversion funnels, and run product experiments across web and mobile

Google Analytics

Google Analytics

Track user traffic, engagement, and conversions across websites and mobile apps

42matters

42matters

Track mobile and connected TV app market metrics and SDKs

Adapt Ready, Inc.

Adapt Ready, Inc.

Analyze external risk data to track operational and financial threats across commercial portfolios

Advizzo

Advizzo

Deliver personalized water and energy consumption reports to motivate customer conservation efforts

Ageospatial

Ageospatial

Analyze physical property and infrastructure risks using satellite imagery and maps

Airbtics

Airbtics

Analyze short-term rental data and estimate Airbnb property revenue

Princeps, compute risk, compute underwriting, GPU telemetry, compute bonds, downtime risk, SLA breach, silicon actuarial tables, infrastructure insurance, compute finance, risk benchmarking, compute clearinghouse, GPU pricing, hardware failure risk, capacity hedging