Record beside the claim
Every case names the relevant record pages and keeps the operating context beside the reported outcome.
/ RESEARCH LIBRARY · PUBLISHED EVIDENCE
What changed, what was reported, what people still controlled, and what the evidence cannot prove. These case studies were developed by dotSuper and its founders through applied AI work with participating businesses.
These case studies were developed through applied AI work led by dotSuper and its founders. Unless stated otherwise, outcomes are organisation-reported or estimated and have not been independently audited.
/ THREE OPERATING PATTERNS
Three cases show why a useful AI story begins with the work, not the tool.
Four years of operating data turned into planning signals
A discoverability and lead-qualification system for specialist expertise
Supplier enquiries consolidated into a faster procurement view
/ THE LIBRARY
Each analysis separates the operating constraint, intervention, reported outcome, human control, deployment status and limitation. That makes the example useful without pretending it is universal.
Four years of operating data turned into planning signals
A discoverability and lead-qualification system for specialist expertise
Supplier enquiries consolidated into a faster procurement view
/ OUR EVIDENCE STANDARD
Every case names the relevant record pages and keeps the operating context beside the reported outcome.
Company-reported and estimated figures stay labelled. We do not convert them into dotSuper results.
Every page explains what the available evidence cannot establish and what a similar business should test.
/ RESEARCH CONVERSATION · 30 MINUTES
Bring one market signal, workflow or stubborn hand-off. We will examine the operating context and identify the next question worth answering.
Choose a time