Connectors.

Models

• Claude API usage and costUsage and cost, by day, model and key
• OpenAI usage and costsUsage by day, model, project, key and person
• Fireworks AI usagePay-per-token use by day, model and key
• xAI usageSpend by day and model, for one team

Coding seats

• GitHub Copilot seatsCopilot seats, use and pull requests it opened
• Cursor teamUse and charges, people as codes, not names
• Claude Enterprise seatsEach member as a code, not a name
• ChatGPT Enterprise seatsOnly the Users export you upload
• Codex usageCodex use per person, day and app
• ChatGPT Enterprise usageChatGPT use per person and day
• Microsoft 365 Copilot seatsCopilot licenses and each holder's last use
• Gemini Code Assist seatsCode Assist licenses, people as codes, not names
• Windsurf seatsUse and credits, people as codes, not names
• GitLab Duo seatsDuo seats, holders as codes, not names
• Perplexity Enterprise usageCredits and questions per member and day
• Browser extensionMessages per AI site and model

Cloud

• AWS BedrockBedrock cost by model, day and caller
• Azure OpenAIAzure OpenAI and Foundry cost, by day
• Google Vertex AIVertex AI cost by day, project and model
• AWS cost and usageDaily cost and credits of every AWS service
• Google Cloud billingDaily AI, GPU and TPU cost by project
• Azure cost managementDaily cost of every Azure service
• DatabricksDaily Databricks cost at list price, by workspace
• Snowflake CortexCortex AI Functions run from SQL, per day

Gateways

• OpenRouterUsage and charges by day, model and provider
• Portkey gatewayDaily totals per virtual key
• LiteLLM proxyEach AI call, except its content
• HeliconeEach AI call, except its content
• Cloudflare AI GatewayDaily totals per model, provider and gateway
• Vercel AI GatewayVercel's daily report per model

Traces

• LangSmithEach AI call, except its content
• BraintrustDaily totals per project and model
• W&B WeaveEach call Weave traced in the project
• LangfuseLangfuse's daily totals
• OpenTelemetryEach AI call, except its content

Vector databases

• Qdrant CloudQdrant charges per cluster

Human data

• Prolific human dataOne workspace's balance, projects and studies

Outcomes

• Zendesk resolved casesEach solved ticket, except its content
• Freshdesk resolved ticketsEach resolved ticket, except its content
• Intercom closed conversationsEach closed conversation
• Salesforce opportunity stagesOpportunities that entered your stage
• GitHub merged pull requestsEach closed pull request
• GitLab merged merge requestsEach merge request, except its content
• Jira delivered issuesEach resolved issue that counts as delivered
• n8n workflow runsEach workflow's name, steps and time saved
• Twilio completed callsEach completed phone call in the period
• Arrowhead call outcomesOnly the call report you upload
• Yellow.ai resolved conversationsOnly the export's folder
• Send results by webhookSeven fields of each result you send
• DevRev closed workClosed tickets, issues or tasks you choose
• Linear completed issuesEach issue completed in the period

People

• Google Workspace directoryEach person's name, email, department and manager

Not here?

A vendor without a connector still lands on the ledger two ways: through a gateway we read, or by importing your own data in the same shape every connector writes.