What data sources can I connect?

Anything with an API or a Postgres connection string. Built-in: Supabase, Stripe, OpenAI, Anthropic. Add others by giving the AI an API key and asking it to wire the integration. For warehouses (BigQuery, Snowflake, Redshift), expose a Postgres-compatible read replica or a query API.

Can different team roles see different views?

Yes. Add Supabase auth with a role field on each user. The dashboard reads the role and shows the matching layout. Ops manager sees overview + drill-downs; fulfilment sees the order queue only; support sees their tickets and SLA. One codebase, role-based rendering.

Does it update in real-time?

Two patterns. Polling (refresh every N seconds for low-volume dashboards) is the default. For real-time, use Supabase realtime subscriptions or Postgres LISTEN/NOTIFY - the AI scaffolds either based on the prompt. Dashboards under 50 viewers can poll cheaply; high-traffic ones should use realtime.

Can I add alerts (email or Slack when a metric crosses a threshold)?

Yes. Add a thresholds table per metric (low-stock count > 5, SLA breach minutes > 30) and a scheduled function that checks every N minutes. When tripped, send via Resend (email) or Slack incoming webhook. Webtwizz scaffolds the cron and the alert logic from one prompt.

How do I share a read-only version with executives or clients?

Add a separate route /executive that pulls the same data but renders a stripped-down read-only view. Magic-link auth so execs don't need accounts. For clients (e.g. agency reporting to a brand), scope the data via row-level security so each client sees only their slice.

Build an Operations Dashboard with AI

One screen for the daily standup. No tab juggling, no spreadsheet sync, no waiting for the BI team to update the report.

Webtwizz AI Full-Stack Builder Interface Preview

Saved/yr vs Retool 10-seat

Inventory + queue + alerts wired

Data sources in one view

Custom views per role

01 / What you get

Operations Dashboard, generated.

Click Generate from the box above. Real Next.js code, real database, real integrations - not a sandbox. Each piece below ships in the first prompt.

Inventory levels with low-stock alerts and reorder thresholds

Orders queue grouped by fulfilment status (new, processing, shipped, delayed)

Per-team-member load: open tickets / orders / tasks assigned

Support SLA tracker: time to first response, time to resolve, breach alerts

Weekly volume chart per metric so trends are visible without exporting

Custom views per role: ops manager sees one thing, fulfilment sees another

The same shape becomes

4 variants you can ship.

E-commerce ops dashboard

Orders, inventory, fulfilment SLA, return queue, channel-wise revenue.

SaaS ops dashboard

Uptime, deploys, ticket queue, error spikes, error-budget burn.

Field-service ops dashboard

Open jobs, technician load, route density, on-time completion rate.

Logistics dashboard

Shipments by status, fleet utilisation, cost per delivery, delay alerts.

Pixel-perfect control over every detail

Fine-tune typography, colors, spacing, and layouts with precision. See changes instantly as you design.

Built-in content and data

Manage your content directly in the builder, or connect a database for dynamic data like products, blog posts, and user accounts. No technical setup needed.

AI that actually builds

Describe what you want and watch it come to life. The AI creates pages, adds features, fixes issues, and refines your app through natural conversation.

Layers panel

See your entire page structure at a glance. Select, reorder, and nest elements with drag and drop precision.

Custom components

Build once, reuse everywhere. Create your own components and drop them into any page instantly.

Pages panel

Manage all your pages in one place. Add, duplicate, and organize your site structure effortlessly.

For people who hate $99-per-seat tools.

→Ops teams running e-commerce, SaaS, or services with daily metrics to watch

→Founders who want one URL to check before standup

→Support leads tracking SLA and queue depth across channels

→Anyone whose dashboard is currently a tab graveyard

Powerful integrations

Payments, database, AI, email, analytics. Wired up the moment you click connect.

Stripe

Payments

Supabase

Database & Auth

OpenAI

AI · GPT

Anthropic

AI · Claude

Resend

PostHog

Analytics

Sentry

Errors

Suggest an integration

Why generate it instead of buying it.

“

Tableau, Looker, Power BI all need a BI engineer to maintain. Internal-tool builders like Retool charge per seat. Generate exactly the views your team needs, change them by prompting, no BI ticket queue.

“

You own the queries and the data. Switch your warehouse from BigQuery to Postgres next year? Update one connection string, the dashboard keeps running.

Head-to-heads: vs Lovable · vs Bolt · vs v0 · vs Replit

Frequently Asked Questions

More dashboards you can ship.

Finance Dashboard

Stop pasting Stripe data into a spreadsheet every Monday. Generate a dashboard that pulls live numbers, computes the metrics you actually care about, and updates itself.

Admin Panel

The internal tool every SaaS eventually builds. Generate it instead of paying Retool per seat or stitching it from scratch in your free time.