Dashboards & Analytics · Cost & Usage

Tool-Stack Cost and Usage View

A view that pulls usage and cost signals from the core stack — Supabase, Vercel, and messaging providers — into one place so spend and consumption are visible before the invoice is a surprise.

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5 to 8 days
build time
4
outcomes
5
stack tools
6
build steps

Built with real HMX dashboard tool paths

Supabase Postgres (usage stats)Vercel usage / AnalyticsMessaging provider send countsSQL aggregation viewNext.js 16 server componentsSupabase Postgres (usage stats)Vercel usage / AnalyticsMessaging provider send countsSQL aggregation viewNext.js 16 server components

01 // Outcomes

Outcome signals

One view
for Supabase, Vercel, and messaging usage
Trends
on the metrics that drive the bill
Threshold
flags before a plan limit is hit
Earlier
cost conversations, not bill-day surprises

Case architecture

Tool-Stack Cost and Usage View Architecture

6 nodes
Inventory the cost and usage
Capture the usage figures
Supabase Postgres
Vercel usage / Analytics
Review Queue
Dashboard Action
  1. 01Inventory the cost and usage

    A view that pulls usage and cost signals from the core stack — Supabase, Vercel, and messaging providers — into one place so spend and consumption...

  2. 02Capture the usage figures

    Capture the usage figures into a consolidated table or view on a regular cadence.

  3. 03Supabase Postgres

    Supabase Postgres (usage stats) contributes the trusted model for Tool-Stack Cost and Usage View so metrics are defined before they are visualized.

  4. 04Vercel usage / Analytics

    Build trend lines for the key consumption metrics (DB size, function/bandwidth usage, send volume).

  5. 05Review Queue

    When automation confidence is low, route the record to a manual owner with the source, stage, and last action attached.

  6. 06Dashboard Action

    One view for Supabase, Vercel, and messaging usage; Trends on the metrics that drive the bill; Threshold flags before a plan limit is hit; Earlier...

Problem

The operating gap

Costs hide across separate provider dashboards; Supabase usage, Vercel bandwidth and function usage, and messaging spend each live in their own portal, so the first time anyone notices a spike is on the bill.

Build

What gets built

A read-only cost-and-usage view that consolidates available usage signals (database size and row counts from Postgres, Vercel usage/analytics figures, messaging send volume) into one dashboard with simple trend lines and threshold flags. It surfaces consumption trends and approaching limits so cost conversations happen early, not after billing.

Build steps

How it ships

Tool-Stack Cost and Usage View uses a reporting model and review layer for Dashboards. A view that pulls usage and cost signals from the core stack — Supabase, Vercel, and messaging providers — into one place so spend and consumption... The architecture connects inventory the cost and usage, supabase postgres, vercel usage / analytics, and dashboard action with an explicit control path.

  1. 01Inventory the cost and usage signals each provider exposes and which are reliably available.
  2. 02Capture the usage figures into a consolidated table or view on a regular cadence.
  3. 03Build trend lines for the key consumption metrics (DB size, function/bandwidth usage, send volume).
  4. 04Add threshold flags so approaching a plan limit is visible before it is exceeded.
  5. 05Render a single cost-and-usage dashboard grouping the signals by provider.
  6. 06Document the sources and refresh cadence, and note any figures that are estimates.

Stack

Tools and layers

  • Supabase Postgres (usage stats)
  • Vercel usage / Analytics
  • Messaging provider send counts
  • SQL aggregation view
  • Next.js 16 server components
  • Inputs layer: Inventory the cost and usage signals each provider exposes and which are reliably available.
  • Transform layer: Capture the usage figures into a consolidated table or view on a regular cadence.
  • Metrics layer: Supabase Postgres (usage stats) contributes the trusted model for Tool-Stack Cost and Usage View so metrics are defined before they are visualized.
  • Visualization layer: Vercel usage / Analytics handles refresh, review, or reporting delivery while a read-only cost-and-usage view that consolidates available usage signals (database size and row counts from Postgres, Vercel usage/analytics figur...
  • Action layer: One view for Supabase, Vercel, and messaging usage; Trends on the metrics that drive the bill; Threshold flags before a plan limit is hit; Earlier...

Data flow

  1. 01Inventory the cost and usage signals each provider exposes and which are reliably available.
  2. 02Capture the usage figures into a consolidated table or view on a regular cadence.
  3. 03Build trend lines for the key consumption metrics (DB size, function/bandwidth usage, send volume).
  4. 04Add threshold flags so approaching a plan limit is visible before it is exceeded.
  5. 05Render a single cost-and-usage dashboard grouping the signals by provider.
  6. 06Document the sources and refresh cadence, and note any figures that are estimates.

Controls

  • Costs hide across separate provider dashboards; Supabase usage, Vercel bandwidth and function usage, and messaging spend each live in their own por...
  • A read-only cost-and-usage view that consolidates available usage signals (database size and row counts from Postgres, Vercel usage/analytics figur...
  • When automation confidence is low, route the record to a manual owner with the source, stage, and last action attached.

Research basis