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Data Analytics & Business Intelligence

Extract raw data, calculate KPIs, build scorecards, and upload to web systems. Custom metric weighting, 1,000+ driver performance tracking, and automated reporting.

Engagement model

Audit → Framework → Build → Calibrate

95% time reduction delivered

Tell me what's broken

The Problem

You have data everywhere - spreadsheets, web systems, APIs - but no single source of truth. Reports take hours to compile, metrics are calculated inconsistently, and by the time you have the numbers, they're already outdated. The real cost isn't the manual work; it's the decisions made on incomplete or stale information.

What I Deliver

01

KPI Framework Design

5–7 business days

Define what matters and how to measure it consistently.

  • Current metrics audit (what you track vs. what you should track)
  • KPI definition with calculation methodology
  • Data source mapping
  • Metric weighting framework (for composite scores)
  • Reporting cadence recommendations
  • KPI specification document
02

Dashboard & Reporting Build

2–4 weeks

Automated reports and dashboards for ongoing visibility.

  • Data extraction automation
  • Calculation engine (Python/SQL)
  • Dashboard design and build
  • Scheduled report generation
  • Anomaly detection alerts
  • Documentation and maintenance guide
03

Custom Metrics Engineering

4–6 weeks

Complex scoring systems and performance tracking frameworks.

  • Custom metric development (weighted scoring, normalisation, benchmarking)
  • Historical trend analysis
  • Predictive indicators
  • Cross-system data integration
  • API development for metric access
  • Ongoing refinement and calibration

My Authority

This service is built on:

  • 1,000+ driver performance tracking with custom metric weighting
  • DataHarvester: 10+ hours reduced to 30 minutes (95% time savings)
  • Hybrid AI extraction: 8% error rate reduced to <0.1%
  • Automated uploads to web systems
  • Scorecard systems with composite metrics across multiple data sources
  • Real-time KPI dashboards for operations teams

Interested in this service?

Describe the problem. I'll scope a solution and explain exactly what you'll get.

95% time reduction delivered

Email hello@anomalyops.com

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