SENTINEL
AI Cost Intelligence & GPU Economics Engine
Every token tracked. Every GPU accounted for. Every model profitable.
The AI Cost Crisis
AI spend is exploding. Visibility is not.
of enterprises managing AI spend manually
AI infrastructure spend (2025)
average AI compute waste
purpose-built AI cost intelligence tools
8-System Architecture
Purpose-Built for AI Economics
From token-level cost tracking to GPU fleet management, SENTINEL provides complete visibility into your AI infrastructure economics.
Token Economics
Per-token cost tracking, prompt optimization, and input/output ratio analysis
GPU Economics
GPU utilization monitoring, idle instance detection, and compute cost optimization
Model Profiler
Quality-adjusted cost scoring across providers and models
Inference Forecast
AI spend prediction with confidence intervals and growth modeling
AI Budget Guardian
Real-time budget monitoring with alerts and automated guardrails
Training Lab
Fine-tuning cost tracking, experiment management, and training ROI analysis
AI Waste Detection
Identify over-provisioned models, redundant calls, and optimization opportunities
Reports & Export
Comprehensive AI cost reporting with executive summaries and CSV export
How It Works
From Raw Usage Data to Actionable Intelligence
Upload
Drop your AI billing CSV from OpenAI, Anthropic, Google, AWS Bedrock, or any provider. Auto-detected format parsing.
Analyze
Instant analysis across token economics, model efficiency, GPU utilization, and waste detection. Zero configuration.
Optimize
Actionable recommendations for model routing, prompt optimization, GPU right-sizing, and cost reduction.
Forecast
ML-powered spend forecasting with confidence intervals. Plan budgets with 30/60/90-day projections.
Capabilities
What SENTINEL Reveals
Token-Level Cost Attribution
- Per-request cost tracking across all providers
- Input vs output token cost breakdown
- Prompt bloat detection with optimization recommendations
- Token velocity trends and growth projections
GPU Fleet Economics
- Real-time GPU utilization monitoring
- Idle instance detection with cost impact
- Training vs inference cost separation
- Spot instance optimization opportunities
Multi-Provider Intelligence
- Unified view across OpenAI, Anthropic, Google, AWS
- Quality-adjusted cost comparison per model
- Provider concentration risk scoring
- Model migration impact analysis
Predictive Cost Management
- 30/60/90-day spend forecasting with confidence
- Anomaly detection with severity scoring
- Budget breach probability estimation
- Seasonal pattern recognition
Universal Compatibility
Every Provider. Every Model. One Dashboard.
OpenAI
GPT-4o, GPT-4o-mini, GPT-4 Turbo
Anthropic
Claude Opus, Sonnet, Haiku
Gemini Pro, Flash, Ultra
AWS Bedrock
Claude, Llama, Titan
Azure OpenAI
GPT-4, GPT-3.5, Embeddings
Cohere
Command R, R+, Embed
Mistral
Large, Small, Mixtral
Self-Hosted
Llama, Mistral, Custom
Stop guessing what AI costs.
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