Early access opening soon

AI-built dashboards for connected data.

Dynamic AI Dashboards lets teams connect finance and real estate data, describe the view they need, and get a persistent live dashboard with charts, KPIs, summaries, and alerts.

Request early access See how it works

Built for MCP-connected data sources, approved widgets, and governed analytics workflows.

Market Watch Dashboard · generated from prompt
QQQ
$421.32
+1.24% today
SPY
$508.19
+0.72% today
TSLA IV
78.4%
+5.8 pts
Alert
80%
Watch threshold
QQQ vs SPY normalized performance
AI market summary

Technology ETFs are outperforming broader market exposure. TSLA option activity is elevated, with implied volatility approaching the configured alert threshold.

TSLA options snapshot
StrikeTypeVolumeIV
250Call18,42078.4%
240Put11,60874.1%
260Call9,88481.2%

From question to dashboard in one workflow.

The product is designed for persistent analytics, not one-off chatbot answers. AI plans the dashboard, the backend validates the spec, and the UI renders safe reusable widgets.

01
Connect dataAdd MCP servers or approved finance and real estate connectors.
02
Discover fieldsAI reads capabilities: entities, metrics, dimensions, time ranges, and limits.
03
Ask in plain EnglishDescribe the market, property, portfolio, or operating view you need.
04
Render widgetsCharts, KPIs, tables, summaries, maps, and alerts appear as a live workspace.
05
Edit and monitorRefine the dashboard by chat, save versions, and create alert rules.

Starting with finance and real estate.

The first wedge proves two hard problems: fast-changing market data and vertical SaaS analytics. More dashboard categories come after the core loop is reliable.

$

Finance dashboards

Track ETFs, equities, options chains, implied volatility, unusual activity, earnings, market summaries, and risk alerts.

⌂

Real estate analytics

Monitor listings, median prices, price reductions, days on market, neighborhood movement, and buyer or seller insights.

Coral Springs MarketGenerated from real estate data
+4.8%
Connector capabilitiesWhat AI can safely query
Read-only
Entities

quote, option_chain, listing, neighborhood

Metrics

close, volume, IV, median_price

Built for controlled AI, not arbitrary code generation.

Dynamic AI Dashboards uses a typed dashboard specification and approved widget library so teams get AI speed without giving up governance.

JSON

Versioned dashboard spec

AI emits validated dashboard JSON, not frontend code. Specs can be saved, diffed, restored, shared, and audited.

MCP

Capability-aware connectors

Each connector exposes safe entities, metrics, dimensions, refresh limits, and permissions before AI plans a view.

RBAC

Governed by default

Read-only tools, workspace permissions, audit logs, and approved widgets make the system practical for business data.

Early access waitlist

Help shape the first release.

Join if you want early access to AI-generated dashboards for finance, real estate analytics, MCP-connected data, or embedded analytics inside your product.

Early access invites will prioritize teams with concrete finance, real estate, MCP, or embedded analytics use cases.

Thanks. Your request is ready to send.

No spam. Early access invites will be prioritized for teams with concrete dashboard use cases.

FAQ

Concise answers for visitors, investors, search engines, and AI answer engines.

What does Dynamic AI Dashboards do?

It lets users connect data sources and create persistent analytics dashboards through natural language. The first release focuses on finance and real estate dashboards.

How is this different from a chatbot?

A chatbot usually returns an answer. Dynamic AI Dashboards creates a reusable workspace with charts, KPIs, tables, summaries, alerts, saved versions, and controlled data access.

What is MCP connectivity?

MCP, or Model Context Protocol, gives AI systems a standard way to discover and interact with external tools and data sources. The product uses connector capabilities to keep those interactions bounded.

When will early access be available?

Early access is being shaped now. Join the waitlist with your target dashboard use case to be considered for the first release group.