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OnlyBoth uses its AI, UX, and web-services expertise to re-think and automate

data-driven comparative performance analytics and reporting, such as

benchmarking and side-by-side comparison, with the goals of achieving

unprecedented  transparency, driving performance improvement, and

empowering people's choice in business and government sectors.


Read Harvard Business Review on why peer comparison is done wrong and

how to do it right. TechCrunch on the underlying AI technology. Data Informed

on comparisons that involve changes over time, not just single time periods.

insideBIGDATA on new use-cases that are uniquely enabled by automation.

Gartner named OnlyBoth one of five Cool Vendors in Analytics.

Read about revenue impact, data and peer anonymization, articles, and testimonialsLearn more about the Customer Success use-case here.


At, explore applications to the performance of employer

401(k) plans, healthcare providers, population health and economics of

geographies, and internal business operations using simulated data.

Dashboards are fine for alerting that your gas tank is near empty

or that your website is down. But as the San Mateo Daily Journal

pointed out about California’s Education Dashboards, they are often confusing and useless for thoughtfully evaluating comparative performance. There’s now a better way.

Assess employer 401(k) plans and help drive

improvement, using CY 2021 Dept of Labor EBSA data.  54,495 401(k) plans with summed total assets of $6.6T.

Assess healthcare providers across seven different

sectors: hospitals, nursing homes, dialysis, home health, hospice, inpatient rehab, and long-term care hospitals.

Evaluate the social determinants of health

at all 3,143 U.S. counties. Recognized as a Finalist

at the 2019 Healthiest Communities Data Challenge.

As a technology showcase and public service, we applied

the engines to the 500 largest U.S. cities, selected by the

CDC's 500 Cities project. Assess and compare cities.

A fictitious OnlyBoth client with 3 product and 4 service offerings for its 250 customers described by 117 traits, behaviors, outcomes, and changes in these over time.

Evaluate 195 national tax systems. Read our blog post.

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