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idataraya
idataraya

Dashboards & Metrics.

Dashboards that answer questions, not raise them.

We build dashboards that leadership opens every morning. KPIs are selected with your executive team, visualizations are designed around the decisions they drive, and the data layer is fast enough that nobody waits for the page to load.

  • KPI definition workshops with business stakeholders
  • Dashboard design for decision-making, not decoration
  • Sub-second query performance on live data
  • Mobile-friendly layouts for leaders on the move
Revenue by region · weekMon–Sun, 6 regions
MonTueWedThuFriSatSunKLPGJBKKKCHIPH
Hotspots · Fri / Sat · KL, PG
exec-dashboard · 07:30 loadServing leadership
  • Query p95212ms · target 500ms
  • Cache hit94% warm
  • Active viewersCEO · CFO · COO online
  • Scheduled emailWeekly digest · 08:00
metric contract · exec boardMaterialized
revenue_weeklyKPICFO owned rows
orders_dailyKPICOO owned rows
nps_monthlyKPICX owned rows
cac_paybackKPICMO owned rows
24 metrics · each with owner
Mart freshness · last 24h
revenue_weekly_mvSLO 15m4m ago
orders_daily_mvSLO 15m6m ago
regions_rollup_mvSLO 30m12m ago
customer_ltv_mvSLO 6h5h 52m
Query p95 · 280ms

From raw data to decisions in one click.

A dashboard nobody opens is a waste of engineering time. We start with the decisions your team makes, then work backward to the metrics and visualizations that support them.

KPIs defined before a single chart is drawn.

Workshops with your leadership team produce a signed-off metric list. Each KPI has an owner, a calculation, and a decision it drives.

metric contract · exec boardMaterialized
revenue_weeklyKPICFO owned rows
orders_dailyKPICOO owned rows
nps_monthlyKPICX owned rows
cac_paybackKPICMO owned rows
24 metrics · each with owner

Pre-aggregated so nobody waits for a chart.

Materialized views refresh on a schedule your SLO allows. The dashboard hits pre-computed tables, not raw events, so load times stay sub-second as volume grows.

Mart freshness · last 24h
revenue_weekly_mvSLO 15m4m ago
orders_daily_mvSLO 15m6m ago
regions_rollup_mvSLO 30m12m ago
customer_ltv_mvSLO 6h5h 52m
Query p95 · 280ms

Drill-down all the way to the source row.

Every summary number links to the detail behind it. Click a regional total to see stores, click a store to see days, click a day to see orders. No hand-off to an analyst required.

RM 48,210
  • RevenueRM 48,210
  • Orders612
  • Top SKUSignature box
  • Staff hours184
Pay
Regional drill · KL → outlet 04

Alerts that push, so nobody has to remember to look.

Threshold rules watch every critical KPI. When revenue falls below target or error rate spikes, the right person gets a Slack message with a link straight to the filtered view.

Alert rules · today
Revenue < target · KLSlack #exec
09:42
Refund rate spike · PGSlack #ops
11:18
Traffic nominal · JBauto-cleared
13:05
p95 latency ok · allnightly check
14:20
2 active · 22 nominal

Dashboards your team uses every day.

  • KPI framework

    Documented metric definitions, calculation logic, and ownership, so everyone agrees on what the number means before it appears on screen.

  • Production dashboards

    Deployed dashboards with sub-second load times, mobile layouts, and row-level access control.

  • Alert configuration

    Threshold-based alerts on critical metrics, routed to the right people via Slack, email, or SMS.

  • Data layer

    Pre-aggregation tables, materialized views, and caching that keep dashboards fast as data volume grows.

Ready to talk about dashboards & metrics?

Book a discovery call. We will walk through how this fits your business, scope, timeline, and what you will get at the end.