Low Dashboards system

Owner Workload Distribution View

A workload view that shows how open leads, tasks, and follow-ups are distributed across owners — counts per owner, overdue items per owner, and load balance vs the team average — so routing isn't quietly dumping everything on one person. It reads CRM ownership and due-date fields to surface who is overloaded and who has capacity. This is a capacity-and-fairness lens, not a routing engine.

Start a Project All Systems

3 to 6 days: timeline
Low: complexity
4: tools
4: steps

Built with real HMX dashboard tool paths

Supabase PostgresSQL aggregationNext.js 16 server componentsTypeScriptSupabase PostgresSQL aggregationNext.js 16 server componentsTypeScript

01 // System facts

System facts

Owner Workload Distribution View uses a reporting model and review layer for Dashboards. A workload view that shows how open leads, tasks, and follow-ups are distributed across owners — counts per owner, overdue items per owner, and loa... The architecture connects pull the ownership signal, supabase postgres, sql aggregation, and dashboard action with an explicit control path.

Outcome

Managers can rebalance before someone is buried — turning invisible overload into a visible, fair distribution and making sure unassigned leads don't pile up unowned.

Main risk

Stale or missing ownership/due-date data makes the view show phantom load (closed items still counted, or owners with blank assignment) and erodes trust.

Prevention

Scope strictly to open/active statuses, surface unassigned and overdue explicitly instead of folding them in, and reconcile per-owner totals against the global open count each refresh.

Fallback

If due-dates are unreliable, ship the open-count-per-owner balance view first (no overdue segment) and add the overdue layer once date hygiene is fixed via the CRM hygiene board.

System architecture

Owner Workload Distribution View Architecture

6 nodes

Pull the ownership signal

SQL to compute per-owner

Supabase Postgres

SQL aggregation

Review Queue

Dashboard Action

01Pull the ownership signal
A workload view that shows how open leads, tasks, and follow-ups are distributed across owners — counts per owner, overdue items per owner, and loa...
02SQL to compute per-owner
Write SQL to compute per-owner open count, overdue count, and a simple load-vs-average ratio, plus a flagged 'unassigned' pile that should never grow large.
03Supabase Postgres
Supabase Postgres contributes the trusted model for Owner Workload Distribution View so metrics are defined before they are visualized.
04SQL aggregation
Build a horizontal-bar workload panel (server component) sorted by load, with overdue shown as a distinct segment and the team average drawn as a reference line.
05Review Queue
If due-dates are unreliable, ship the open-count-per-owner balance view first (no overdue segment) and add the overdue layer once date hygiene is f...
06Dashboard Action
Managers can rebalance before someone is buried — turning invisible overload into a visible, fair distribution and making sure unassigned leads don...

How it is built

Build steps

01Pull the ownership signal: open leads/tasks grouped by assigned owner, including overdue follow-ups (due/next-action date past now) and unassigned items as their own bucket.
02Write SQL to compute per-owner open count, overdue count, and a simple load-vs-average ratio, plus a flagged 'unassigned' pile that should never grow large.
03Build a horizontal-bar workload panel (server component) sorted by load, with overdue shown as a distinct segment and the team average drawn as a reference line.
04Add a threshold alert (owner load > X% above average, or unassigned > N) so imbalance becomes an explicit weekly review item.

Tools

Workflow surface

Supabase Postgres
SQL aggregation
Next.js 16 server components
TypeScript

Inputs layer: Pull the ownership signal: open leads/tasks grouped by assigned owner, including overdue follow-ups (due/next-action date past now) and unassigned items as their own bucket.
Transform layer: Write SQL to compute per-owner open count, overdue count, and a simple load-vs-average ratio, plus a flagged 'unassigned' pile that should never grow large.
Metrics layer: Supabase Postgres contributes the trusted model for Owner Workload Distribution View so metrics are defined before they are visualized.
Visualization layer: SQL aggregation handles refresh, review, or reporting delivery while scope strictly to open/active statuses, surface unassigned and overdue explicitly instead of folding them in, and reconcile per-owner totals agains...
Action layer: Managers can rebalance before someone is buried — turning invisible overload into a visible, fair distribution and making sure unassigned leads don...

Data flow

01Pull the ownership signal: open leads/tasks grouped by assigned owner, including overdue follow-ups (due/next-action date past now) and unassigned items as their own bucket.
02Write SQL to compute per-owner open count, overdue count, and a simple load-vs-average ratio, plus a flagged 'unassigned' pile that should never grow large.
03Build a horizontal-bar workload panel (server component) sorted by load, with overdue shown as a distinct segment and the team average drawn as a reference line.
04Add a threshold alert (owner load > X% above average, or unassigned > N) so imbalance becomes an explicit weekly review item.

Controls and fallbacks

Stale or missing ownership/due-date data makes the view show phantom load (closed items still counted, or owners with blank assignment) and erodes...
Scope strictly to open/active statuses, surface unassigned and overdue explicitly instead of folding them in, and reconcile per-owner totals agains...
If due-dates are unreliable, ship the open-count-per-owner balance view first (no overdue segment) and add the overdue layer once date hygiene is f...

Research basis