From the firm's own write-upReceipt no. 2842
What sucked
The company had failed prior acquisition attempts.
Its marketing function had no customer segmentation, no insight infrastructure, and no alignment with sales, leaving the business unable to demonstrate value to acquirers.
What they built
Human Pilots ran an AI readiness diagnostic paired with a data hygiene review. The work surfaced previously invisible customer segments, corrected data quality problems, and rebuilt coordination between marketing and sales.
What changed
Qualification: 30+ days to 1 day
Sales qualification time collapsed from more than 30 days to a single day.
Confidence up 60–133%
Marketing team confidence rose 60–133% across six capabilities.
25% data inaccuracy identified
The data hygiene review found 25% data inaccuracy along with previously invisible customer segments.
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