The Data Defragmentation Diagnostic

Your reports don't agree. Your team spends hours reconciling numbers that should already match. Decisions get revisited because two systems define "the total" differently. That's not a software problem — it's fragmentation, and it's costing you in time, rework, and bad calls. The Data Defragmentation Diagnostic is an 18-statement self-assessment across 6 dimensions, built for operators — no technical background needed. Score yourself in about 20 minutes, land in one of 4 tiers, and get the first corrective moves for your tier in the right sequence (automation last, not first). Part of The Human Mirror Systems Framework body of work by Akansha Sukhija, who led Product Agility for an AI-enabled platform across 13 squads at JPMorgan Chase. Instant PDF download. $49.

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