Citadel OS
Citadel captures everything. The OS surfaces everything. One interface to query every request, every cost, every decision across every AI provider your organization touches.
A query layer and operational dashboard built on top of Citadel's telemetry data. Ask a question, get an answer backed by real usage data. No digging through logs.
Citadel OS
Surfaces everything Citadel captures. The query and decision layer.
You are hereAsk. See. Decide.
Every question about your AI operations has an answer. Citadel OS finds it.
Natural Language Queries
ask in plain english
Ask "which team is burning the most on AI?" and get an answer with numbers. No SQL. No dashboard hunting. The OS interprets your question against Citadel telemetry and returns a direct answer.
Cost Center Dashboard
spend by team, project, model, provider
Every dollar tracked to the team, project, and model that spent it. See trends over time, spot anomalies before they become surprises, and enforce budgets at the organizational level.
Usage Analytics
who is using what and how often
Request volume, model distribution, latency percentiles, error rates. If it passed through Citadel, the OS can slice it. Filter by team, time range, provider, or model.
Audit Trail Explorer
full request and response history
Search the complete history of AI interactions. Find the exact request that caused a cost spike. Trace a model response back to the user who triggered it. Every field is searchable.
Questions You Can Answer
These are not hypothetical. If Citadel is capturing the data, the OS can surface it.
How much did we spend on Claude vs GPT-4o last quarter?
Which project has the highest cost per request?
Show me all requests from the marketing team in the last 7 days.
What percentage of our AI budget is going to embedding models?
Flag any team that exceeded 80% of their monthly budget.
What is our average latency to Anthropic vs OpenAI?
Which model gives us the best cost-to-quality ratio for summarization?
# Cost breakdown by provider, last 30 days $ citadel os cost-breakdown --period 30d provider requests spend anthropic 48,201 $6,840.12 openai 22,405 $3,210.44 google 8,102 $920.88 total: 78,708 $10,971.44 avg/request: $0.14 # Flag: engineering team at 91% of monthly budget
You Will Hate This If
- You want a pretty dashboard that nobody queries
- You do not have Citadel capturing data yet
See what your AI operations actually look like.
Citadel OS is in early access. If you are already running Citadel or want to start with both, get in touch.
Request Early Access