What you'll get

ISG designed the Buyers Guide to support
RFI and RFP processes. If you're building a shortlist, start here.

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Industry perspective on why data quality and observability are converging as the foundation for trusted AI and analytics

Why more than two-thirds of enterprises are expected to invest in data observability initiatives through 2028

The capabilities data leaders are prioritizing to detect, resolve, and prevent data issues at scale

How Acceldata performed

Exemplary rating, the upper-right of ISG's Product Experience vs. Customer Experience quadrant

Leader Overall

Leader in Product Experience, Capability and Platform

A Leader for Data Quality and a Leader for Data Observability

Acceldata has key Capability strengths in relation to data quality rules and insights, as well as data observability resolution and prevention, and the use of AI to automate both data quality and data observability.

- ISG Research, 2026 ISG Buyers Guide™ for Data Quality and Data Observability

Data quality and observability
aren't two problems anymore

“Complete trust in data can only be achieved through
a combination of data quality and data
observability.”

- ISG Research
23%

of participants listed data quality and governance as a core lesson learned from their AI initiatives.

-ISG's State of AI Study, cited in the report

That's the premise of this year's Buyers Guide. Quality tells you whether the data is right. Observability tells you whether it will still be right tomorrow, and why it broke when it wasn't.

Want the short version?

That's the premise of this year's Buyers Guide. Quality tells you whether the data is right. Observability tells you whether it will still be right tomorrow, and why it broke when it wasn't.

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