The Enterprise AI Readiness Gap

Related to: Nuix Neo

Most enterprise AI initiatives are underperforming not from a lack of compute, but from a critical visibility gap: between 80% and 90% of enterprise data is unstructured, buried in emails, contracts, chat logs, and PDFs—leaving models to make high-stakes decisions on opaque, incomplete inputs. As tightening regulations (EU AI Act, DORA, SEC) and mounting security threats converge across this same unindexed data estate, the race to deploy AI agents is actively compounding the volume of dark data rather than resolving it. 

This whitepaper examines why mature structured data tools fall short, why treating AI readiness, compliance, and cyber resilience as separate initiatives inevitably fails, and how establishing a true enterprise context layer transforms your largest data blind spot into auditable, high-performance operational intelligence.

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