IFO4
Loading...AI Cost Intelligence & GPU Economics Engine
Every token tracked. Every GPU accounted for. Every model profitable.
The AI Cost Crisis
of enterprises managing AI spend manually
AI infrastructure spend (2025)
average AI compute waste
purpose-built AI cost intelligence tools
8-System Architecture
From token-level cost tracking to GPU fleet management, SENTINEL provides complete visibility into your AI infrastructure economics.
Per-token cost tracking, prompt optimization, and input/output ratio analysis
GPU utilization monitoring, idle instance detection, and compute cost optimization
Quality-adjusted cost scoring across providers and models
AI spend prediction with confidence intervals and growth modeling
Real-time budget monitoring with alerts and automated guardrails
Fine-tuning cost tracking, experiment management, and training ROI analysis
Identify over-provisioned models, redundant calls, and optimization opportunities
Comprehensive AI cost reporting with executive summaries and CSV export
How It Works
Drop your AI billing CSV from OpenAI, Anthropic, Google, AWS Bedrock, or any provider. Auto-detected format parsing.
Instant analysis across token economics, model efficiency, GPU utilization, and waste detection. Zero configuration.
Actionable recommendations for model routing, prompt optimization, GPU right-sizing, and cost reduction.
ML-powered spend forecasting with confidence intervals. Plan budgets with 30/60/90-day projections.
Capabilities
Universal Compatibility
Chat, Reasoning, Embedding models
Frontier, Mid-tier, Small models
Pro, Flash, Ultra models
All supported foundation models
Chat, Completion, Embedding models
Command, Embed models
Large, Small, MoE models
Open-source and custom models
Upload your first CSV and get complete AI cost intelligence in seconds. No signup required. No data leaves your browser.
Launch SENTINEL DashboardClient-side analysis , Zero data transmission , Instant results
AGENTAAS OS , SENTINEL ARCHITECTURE , IFO4