Smerdoff
Smerdoff / Solutions

Custom Dashboard & BI Platform Development

Generic BI tools charge per seat and still make you contort your data into their chart types. We build a dashboard platform around your actual metrics, data sources, and the way your teams need to see them.

Drag-and-DropLive DataWidgetsRole-Based Views
Custom BI dashboard builder showing drag-and-drop widget canvas with live charts
10–30%
of a full build is what a lean first version typically costs — validate before you commit
MVP cost research
9.4 hrs
saved per employee each week just by connecting the tools a business already uses
Zapier

Why teams move off off-the-shelf BI tools

Licensed BI platforms work until your data model or user count stop fitting their pricing tiers.

No per-viewer licensing

Add stakeholders, clients, or whole departments without paying more per seat every month.

Built on your actual data model

Widgets and metrics defined around your schema and business logic instead of forced into a generic BI template.

Faster for non-technical users

A drag-and-drop builder tuned to the metrics your teams track daily, not a general-purpose query tool.

Embeds where you need it

Drop dashboards directly into your product or internal portal instead of sending users to a separate app.

Access control that matches your org

Role- and client-level permissions baked in, not bolted on as an expensive add-on tier.

Grows with your data

Add new data sources, widget types, or calculated metrics without waiting on a vendor's roadmap.

What goes into a custom dashboard platform

We build the modules your business needs.

Drag-and-drop builder

Visual canvas for assembling charts, tables, and KPI cards without writing queries.

Live data connections

Direct connections to your databases, warehouses, or APIs with scheduled or real-time refresh.

Widget library

Charts, funnels, tables, maps, and custom visualizations tailored to your metrics.

Role-based views

Different dashboards and data scopes for admins, managers, and external clients.

Alerts and thresholds

Automatic notifications when a metric crosses a limit you define.

Export and sharing

Scheduled reports, PDF export, and shareable links for stakeholders who don't need full access.

FAQ

Those tools are strong for general-purpose analytics teams already invested in that ecosystem. A custom platform makes sense when you want to embed dashboards in your own product, avoid per-viewer costs, or build widgets specific to your business logic.

Yes. We connect to Snowflake, BigQuery, Postgres, or whatever warehouse and APIs you already run — no data migration required.

Yes. We build scoped, role-based access so clients only see their own data, which is a common reason teams move off standard BI licensing.

A focused dashboard MVP — a handful of core widgets, one or two data sources, and basic role permissions — usually takes 6-8 weeks.

Related

Get a free estimate for your dashboard platform

Tell us about your data sources and the metrics your teams actually track — we'll scope a dashboard that fits.