Service
AI-Ready KPI Dashboard
AIReady KPI Dashboard — 5 Days
You can't improve what you can't measure — and you can't trust what you can't see.
Most teams are flying blind. Reporting lives in spreadsheets, metrics mean different things to different people, and by the time the numbers are ready, the moment to act has passed. BlackBoxAI builds you an AIready KPI dashboard in five days: a single, reliable view of performance that baselines where you are today, tracks change over time, and gives you the decisiongrade data you need to prove improvement — and know what to fix next.
What you get
KPI definitions aligned to your workflow — clear, agreed measures of what "good" looks like, not vanity metrics
Baseline and trend tracking — so you can demonstrate progress over time, not just pointintime snapshots
Actionable insights built in — the dashboard surfaces what needs attention, not just what happened
A data model that scales — structured from day one to support automation and AIassisted decisionmaking down the line
KPIs we can deliver quickly
Cycle Time — how long work takes endtoend, and where it slows down
Throughput — how much your team completes per period, and whether that's improving
Error Rate — quality failures, rework, and exceptions that drain capacity and cost
Not on this list? We scope to your workflow. These are starting points, not limits.
How it works
Step 1 — Input
You share your workflow, data sources, and the decisions you need the dashboard to support. We ask the right questions to make sure we're measuring what actually matters.
Step 2 — Define
We agree KPI definitions, calculation logic, and success criteria before anything is built — so there are no surprises at handover.
Step 3 — Build
Dashboard and data model built with sensible defaults, clear visualisations, and a layout designed for the people who'll use it daily.
Step 4 — Validate
Sanity checks against real sample data and a walkthrough with stakeholders to confirm the numbers look right and the insights make sense.
Step 5 — Handover
Full documentation and a live walkthrough so your team can maintain, update, and extend the dashboard without coming back to us.
Who it's for
Teams running repeatable processes who need proper visibility — not a oneoff report
Ops, finance, customer service, project delivery, and engineering functions
Anyone currently relying on manual reporting, inconsistent spreadsheets, or gut feel to run daytoday operations
Why BlackBoxAI
We build dashboards the way engineers build software: define the problem first, prototype fast, validate against real data, and hand over something your team actually owns. The result isn't just a pretty chart — it's a measurement foundation you can build on.
Fully remote. Fixed price. Clean handover. No retainer required.
And once you can see what's happening — we can help you automate it.
