Custom data pipelines, delivered as secure client dashboards.
Pipelines is the Justmetrically product for managed web data delivery. Give clients or internal teams read-only access to curated tables from recurring scraping, enrichment, and data normalization workflows.
Pipeline tables
Client workspace preview
12
Tables
184K
Rows
100%
Scoped
Read-only
Client table access
Manual
Table assignment
Live
Dashboard browsing
JSON
User access lists
From dataset to usable workspace.
A cleaner way to deliver recurring web data: scoped tables, fast inspection, exports, and API access in one product surface.
6
Core features
3
Export types
1
API key
Scoped tables
Only assigned tables appear.
Row inspection
Browse and filter current pages.
Private by account
Table checks run before queries.
Recurring delivery
A home for refreshed outputs.
CSV, JSON, Excel
Export server-side pages.
API access
Use the same account key.
Built for the way custom data work actually ships.
Most teams do not need a generic BI tool first. They need dependable collection, clean output, scoped access, and a dashboard that makes the delivered tables easy to inspect.
Build the pipeline
Justmetrically collects, cleans, and shapes data from target sources.
Publish tables
Outputs land in the managed pipeline database as structured client tables.
Grant access
Allowed table names are attached to the user account as a simple JSON list.
Browse securely
Clients sign in and inspect only the tables available to their account.
Workspace patterns
Common pipeline workspaces
Use Pipelines when the output matters after the scraper runs: client portals, recurring dataset QA, internal research, and delivery surfaces for non-technical teams.
Give your next custom pipeline a real product surface.
Move from delivered files to a secure dashboard where each account can inspect exactly the tables assigned to them.