Dashboard Builder
Describe it. We build it.
Type what you want to track in plain English. A swarm of specialized AI agents discovers your data, recommends the right visualization, and builds a production dashboard — in seconds, not sprints.
No SQL. No drag-and-drop. No configuration files.
Natural language
Real queries. Real dashboards.
From revenue tracking to weather patterns. Every query produces a production-ready dashboard.
“Show me our MRR growth vs churn rate over the last 12 months”
“Compare Bitcoin, Ethereum, and Solana price performance YTD”
“Track our API latency p95 and error rate in real time”
“Break down our customer base by country and plan tier”
“Show weather patterns affecting our farm yield in Iowa”
“Forecast our inventory needs for Q2 based on Q1 velocity”
The pipeline
Agent swarm. Seconds.
Every query triggers a swarm of specialized agents. They work in parallel — discovering data, analyzing schemas, selecting charts, and assembling widgets. The result is a production-ready dashboard.
Intent Analysis
~0.2sYour query is parsed into structured intent. The system identifies 9 intent types — compare, track over time, forecast, correlate, rank, aggregate, and more. Entities like currencies, metrics, and time ranges are extracted automatically.
Domain Classification
~0.1sThe classifier matches your query across data domains — finance, crypto, weather, health, sports, government, and beyond. Pattern matching against 169+ significant terms ensures accurate routing.
Data Source Discovery
~0.8sThe source ranker searches 80+ providers in a registry that grows with every query. Each is scored on reliability, rate limits, free tier availability, and data richness. The best match is selected and authenticated automatically.
Schema Analysis
~0.3sThe data parser inspects the API response structure. Time fields, numeric metrics, categorical labels, and nested objects are identified. Deeply nested JSON is flattened into chart-ready arrays.
Chart Recommendation
~0.2sBased on data shape, the recommender selects from 27+ visualization types — or routes to rich entity cards for people, teams, and profiles. Time-series data gets line charts. Categorical comparisons get bars. Entity queries get image-rich cards with stats, bios, and action buttons.
Widget Generation
~0.1sThe full widget configuration is assembled — chart type, data bindings, axis labels, colors, patterns, and responsive breakpoints. Every widget is production-ready from the first render.
Live Preview
Real-timeThe dashboard renders in real-time as agents work. Streaming responses mean you see progress, not a loading spinner. Override any choice with the visual editor.
For everyone. From anyone.
Business users describe what they need. Engineers control how it works. Same platform.
For business users
No coding required. Describe what matters to your business.
AI handles data discovery, visualization, and configuration.
Edit with a visual editor — change chart types, colors, and data with clicks.
Share dashboards with your team instantly.
For engineers
Full API access to every agent in the pipeline.
Override any AI decision at any step.
Custom data connectors via webhook or direct API integration.
Inspect the agent trace — see every decision and why it was made.
AI infrastructure
Built on frontier AI
Intelligent model routing, streaming responses, semantic caching, and multi-provider redundancy. All built in.
Frontier AI models
Intelligent model routing selects the most capable reasoning models for complex multi-source queries. Fast models handle simple lookups. You get optimal quality at the lowest cost — automatically.
Streaming responses
Every token streams to your browser via Server-Sent Events. Watch the dashboard build itself in real-time. No loading spinners. No timeouts.
Semantic caching
Ask a similar question twice? The cache recognizes semantic equivalence and returns results in under 50ms. Cache hit rates exceed 90% in production.
Multi-provider redundancy
The AI layer spans multiple providers with automatic failover. One provider down? Requests reroute in milliseconds. 99.9% uptime, guaranteed by architecture.
Working memory
Learns how you work
The system remembers your preferences, follows conversation context, and shares insights across your team.
Learns how you work
Preference memory remembers your chart styles, color schemes, data sources, and time ranges. Ask for “the usual revenue dashboard” and it knows what you mean.
Conversation context
Follow-up queries reference previous results automatically. “Now break that down by region” works without repeating the full context.
Team intelligence
Cross-team learning — insights from one team member’s queries inform recommendations for the whole organization. Shared context, individual control.
Show me revenue by quarter
Revenue by Quarter — Bar chart
Add churn rate as a second axis
Revenue + Churn — Dual axis
Alert me if churn exceeds 5%
Watching churn rate
By the numbers
Production-grade from day one
Every number is a constraint, not a marketing claim. The pipeline is built to these specifications.
500+
AI models via OpenRouter
9
Intent types
21
Data domains
80+
Data providers
< 15s
Prompt to dashboard
90%+
Cache hit rate
Get Started
Build your first dashboard in 30 seconds
Type what you want to track. Watch the swarm build it. No coding required.
Get Early Access