Dashboard

Overview

The main dashboard shows a high-level summary of your AI spend:

• Total Spend — aggregate cost across all customers and task types
• Task Count — total tracked tasks in the period
• Average Cost per Task — helps identify expensive workflows
• Cost Efficiency — percentage of spend going to retries vs productive work
• Coverage Gap Alert — shows if invoice reconciliation found untracked spend

The overview also includes a cost trend chart and top customers table.

Insights

Forward-looking views on cost behaviour and reliability:

• Cost per outcome — reliability-adjusted cost per successful task
• Non-LLM share — how much of spend is non-LLM (services, compute)
• Efficiency score — composite 0–100 score of cost health
• Retry amplification — how much retries multiply your baseline cost
• Cost forecast — projection of spend trend over the selected period
• Cost decomposition — variance narratives that explain spend swings

Cost Health

Analyzes retry costs, failure rates, and cost efficiency across your workflows.

• Summary cards — Total Spend, Retry Cost, Failure Cost, Retry % of spend
• Cost by Reason — horizontal bar chart showing which retry reasons cost the most (rate_limit, timeout, parse_error, etc.)
• Cost Trend — daily retry cost over the selected period (7/30/90 day filter)
• Cost by Task Type — server-paginated table with retry rate per workflow
• Highest Cost Tasks — the individual tasks with the highest retry costs

Cost Intelligence

Customer-level profitability using revenue minus cost across all customers:

• Total Profit — revenue minus cost across all customers
• Contribution — how much the top customers contribute
• Breakeven Rank — at which customer rank you break even
• Active Loss — total loss from unprofitable customers
• Cumulative Profit Distribution — the classic profitability chart
• Customer Table — per-customer cost, revenue, margin, with sorting and pagination

Profitability data requires revenue import — use Settings > Revenue or the CSV import to add customer revenue data.

Customers

Per-customer cost breakdown:

• Task count, total cost, LLM cost, non-LLM cost, retry cost per customer
• Click a customer to see their task history and cost breakdown by task type
• Sortable and paginated

Tasks

A flat list of every tracked task across customers and workflows:

• Task type, customer, status, total cost, LLM cost, non-LLM cost
• Filter by customer, task type, status, time range
• Drill into a single task to see its events and retry lineage

Anomalies

Detects unusual cost patterns automatically:

• Cost spikes — when a customer or task type suddenly costs more than usual
• Configurable thresholds
• Available on Pro plan and above

Statements

Generate and deliver usage statements to your customers.

• Statements tab — generate statements per customer/period, view details, download CSV/PDF
• Profitability tab — margin dashboard for customers with revenue data
• Settings tab — auto-generation schedule, branding (logo, colors, footer), spend threshold for webhooks

Branded PDF templates (minimal, detailed, executive) are available on Growth plan.

Reconciliation

Compare your tracked costs against provider invoices:

• Import CSV invoices from OpenAI, Anthropic, or AWS
• Connect provider API keys for one-click usage import
• Run reconciliation to find gaps between billed and tracked costs
• Coverage gap tracking with fix snippets

Settings

General

• API keys — create, revoke, and manage keys for SDK ingestion
• Workspace name and configuration

Plan & Billing

• View current plan, usage, and limits
• Upgrade/downgrade via Razorpay checkout
• Manage subscription (pause, resume, cancel)
• Payment history

Webhooks

Configure HTTPS endpoints that receive real-time events. See the Webhooks page for details.

Team

Invite team members and manage roles: