Building the Foundation Every AI Initiative Depends On

Poor data quality is one of the most expensive problems in enterprise technology – and one of the most solvable. Our strategic partnership with Ataccama empowers organizations to transform unreliable, fragmented data into a trusted foundation for confident decision-making – turning data quality barriers into bridges for AI readiness and sustainable growth.

348%

Average ROI within three years of implementation

$12m

Net present value delivered over the platform lifecycle

<12months

Payback period on initial implementation investment

$7.7m

In avoided costs by replacing homegrown DQ and MDM systems

6%

Reduction in customer churn via trusted Customer 360 data

348%

Average ROI within three years of implementation

$12m

Net present value delivered over the platform lifecycle

<12months

Payback period on initial implementation investment

$7.7m

In avoided costs by replacing homegrown DQ and MDM systems

6%

Reduction in customer churn via trusted Customer 360 data

Driving Intelligent Data Trust Transformation

Ataccama ONE gives organizations a unified platform to see, measure, and continuously improve the quality of their data – across every source, system, and domain. By combining data quality, observability, lineage, governance, and master data management in a single solution, Ataccama creates the trusted data foundation that AI initiatives, analytics programs, and operational decisions depend on.

Combined with IQZ’s deep implementation expertise, we deliver measurable outcomes – from eliminating costly data errors and reducing compliance risk to accelerating AI readiness and self‑service analytics – ensuring your organization can act on data it actually trusts.

End-to-end data quality profiling, monitoring, and remediation

AI-powered data management via the Ataccama ONE AI engine

Master data management for Customer 360, Product, and Supplier domains

Data governance, lineage, and compliance across hybrid and cloud environments