Ask Analytics

Ask Analytics is a chat assistant in the dashboard (bottom-right). Ask anything about your usage; it runs real, org-scoped queries and renders the result as a chart you can pin.

"how many calls today?"
"what did we spend this week, by model?"
"which workflow has the highest error rate?"
"alert me when cost goes over $50/day"

How it works

An LLM with a fixed toolbox of analytics functions.
It never sees your org_id — the server pins it from your session before any tool runs, so the model can only query your data.
Results are capped; secrets are never returned.
Runs on a fast routed model (DeepSeek-V4-Flash by default) through Orbitrage’s own gateway, so its calls show up in your analytics too.

What it can do

These tools act on your own organization only.

Read (anyone)
Act (org-scoped)

Tool	Answers
`count_calls`	How many calls in a range, filtered by model/provider/workflow/user/tool.
`sum_cost`	Total spend, baseline, and savings.
`time_series`	A metric over time (calls / cost / errors / tokens) for plotting.
`tool_call_volume`	How often function-tools were invoked.
`list_models` / `list_end_users` / `list_workflows` / `list_tools`	Leaderboards by traffic or spend.
`detect_anomalies`	MAD-based anomaly detection on a daily series.
`node_drift`	Per-step drift (tokens, latency, refusal rate) within a workflow.
`list_chatbot_sessions`	What’s been asked recently (UI + MCP), which tools fired, any errors.

Tool	Does
`create_alert`	Create a webhook/Slack metric alert (returns the signing secret once).
`list_alerts` / `delete_alert`	Manage your alerts.
`pin_chart`	Save a chart to the Customise page; it re-runs live.
`send_to_slack`	Post a one-off message to your org’s Slack channel.

Pinned charts & history

Pin any chart to the Customise page, where it re-renders live by replaying the query. Toggle bar / line / donut / table.
History is kept per org in your browser. Switching orgs keeps conversations separate; “New chat” clears just that org’s history.

Everywhere, not just the dashboard

The same toolbox is available from:

Slack — @Orbitrage or /orbitrage, with chart images.
The MCP server — Claude Desktop, VS Code, or Cursor.

Every turn (UI or MCP) is logged for your own audit via list_chatbot_sessions.

Get Started

Core Concepts

SDKs

Integrations

Examples

Dashboard

Platform

Account & Billing

How it works

What it can do

Pinned charts & history

Everywhere, not just the dashboard

​How it works

​What it can do

​Pinned charts & history

​Everywhere, not just the dashboard

How it works

What it can do

Pinned charts & history

Everywhere, not just the dashboard