Productised Accelerator

Data Quality Baseline

Is your data good enough for AI? A 2-week targeted assessment scoring data quality across 6 dimensions, surfacing quick wins, and providing a clean-up plan your team can execute.

Starting from £12,500

AI is only as good as the data it runs on.

Before you invest in AI tools, Copilot, or custom solutions, you need to know: is my data clean enough? This assessment gives you a scored, evidence-based answer in 2 weeks — and a remediation plan your team can execute without us.

Duration: 2 weeks elapsed. 3–5 senior days, 3–5 graduate days.

What you get

6-Dimension Scoring

Completeness, accuracy, consistency, timeliness, uniqueness, validity — scored with evidence for each dimension.

Source System Mapping

Critical data sources mapped against your AI use-case requirements to identify the gaps that matter most.

Root-Cause Analysis

For each material issue: why it exists, what it costs you in AI terms, and what it takes to fix.

Quick Wins Identified

Data quality fixes you can implement this month — before any major data engineering investment is needed.

Deliverables

1
Data quality baseline report with scored dimensions
2
Critical issue register with root-cause analysis
3
Prioritised remediation backlog with effort estimates
4
Quick-win recommendations

What this doesn't include

Fixing the data quality issues — that is your team's job, or a follow-on Data Foundation for AI (Fabric) engagement if the problems are structural. We diagnose; you (or we together) treat.

Ready to start?

Book a discovery call