Brightwater Logistics
Logistics & Supply Chain · 420 employees · target under evaluation
412,000
Records analysed
5
Connected systems
1
AI blockers found
Capital at risk if acquired as-is: €742,038/yr - the data exposure the buyer inherits on day one, before the value-creation plan even starts.
The finding that lands
Counts computed from the data943 customers exist as two different companies across Salesforce and NetSuite.
€1,717,045 of revenue can't be reconciled
The same account is recorded under different names, IDs or addresses in each system. Each one is clean in isolation, so every single-system audit passes them.
Worth fixing before you scale AI: Any AI keyed on customer identity (pricing, churn, lifetime value, next-best-action) trains on a contradiction and ships confident, wrong answers.
2,631 of 74,160 customers in Salesforce have no matching record in NetSuite.
€1,717,045 of revenue sits in a cross-system blind spot
Forecasting and revenue AI can only see half the picture, so projections are built on a partial book.
1,038 internal employees from Workday are sitting in the Salesforce contact list.
1,038 records mislabelled as customers
Segmentation, scoring and outreach AI treat employees as prospects, polluting every model trained on the list.
AI-ready target - the data supports the thesis.
Brightwater Logistics's data can support AI initiatives now, with light hardening.
How good is the data?
84/ 100 · A
Are they AI-ready?
Yes
Data supports AI initiatives today.
How long & how much?
2 weeks
€17K-€44K remediation
Conditions to proceed
- Document data lineage for the 3 feeds powering the routing model so outputs stay auditable as you scale.
Deal & price consideration
No data-driven price adjustment indicated. Allow €17K-€44K for hardening to protect the AI thesis.
Strengths: Accuracy, Completeness, Consistency, Connectivity, Governance, Provenance & Origin Coverage already at an acceptable level.
Evaluating a real target?
Run this exact diligence on your acquisition pipeline - before you commit capital.