#### [3 Ways Data Can Fix Denials](/content/sift-perspectives/3-ways-data-can-fix-denials/index.html)

The impact of insurance claim denials for healthcare providers in 2021, and how providers' own historical payments data and machine learning provide solutions for both denials prevention and appeals prioritization.

[June 28, 2021](/content/sift-perspectives/3-ways-data-can-fix-denials/index.html)

#### [Machine Learning In Action – 5 Revenue Cycle Examples](/content/sift-perspectives/5-examples-of-machine-learning-in-the-revenue-cycle/index.html)

Integrating Machine Learned adds a decision engine to the revenue cycle, enabling you to determine the next best action that should be taken with a claim, denial, patient account, payer contract or vendor. Can't envision it? Here are five examples...

[June 15, 2021](/content/sift-perspectives/5-examples-of-machine-learning-in-the-revenue-cycle/index.html)

#### [5 Ways Machine Learning and RPA Work Together In The Revenue Cycle](/content/sift-perspectives/5-ways-machine-learning-and-rpa-work-together-in-the-revenue-cycle/index.html)

Machine Learning makes RPA more effective in the revenue cycle. Being able to truly leverage payments data to drive decision-making makes automation efforts meaningful. ML enables RPA efforts to move from automating repetitive human processes to attacking the root causes...

[June 3, 2021](/content/sift-perspectives/5-ways-machine-learning-and-rpa-work-together-in-the-revenue-cycle/index.html)

#### [3 Reasons Why The Future Of Healthcare Payments Is Not Automation.](/content/sift-perspectives/rpa-is-fast-machine-learning-is-smart/index.html)

RPA Follows Rules. Machine Learning Generates Intelligence. Your revenue cycle will benefit from both. Learn about the limitations of RPA and how machine learning provides can have a more meaningful impact on the healthcare revenue cycle.

[May 11, 2021](/content/sift-perspectives/rpa-is-fast-machine-learning-is-smart/index.html)

#### [Fintech Meets Medtech To Improve Healthcare Payments](/content/sift-perspectives/fintech-meets-medtech-to-improve-healthcare-payments/index.html)

Wonder how Sift impacts healthcare? Watch Sift Healthcare's Founder and CEO, Justin Nicols talk with StartUp Health's Logan Plaster about the impact of Sift's AI and analytics on healthcare payments.

[April 13, 2021](/content/sift-perspectives/fintech-meets-medtech-to-improve-healthcare-payments/index.html)