{"id":209133,"date":"2026-02-02T10:00:00","date_gmt":"2026-02-02T15:00:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/02\/02\/inside-healthcares-ai-playbook-for-claims-denials\/"},"modified":"2026-02-02T10:05:10","modified_gmt":"2026-02-02T15:05:10","slug":"inside-healthcares-ai-playbook-for-claims-denials","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/02\/02\/inside-healthcares-ai-playbook-for-claims-denials\/","title":{"rendered":"Inside Healthcare\u2019s AI Playbook for Claims Denials"},"content":{"rendered":"

Inside Healthcare\u2019s AI Playbook for Claims Denials<\/a><\/p>\n

https:\/\/www.pymnts.com\/news\/artificial-intelligence\/2026\/inside-healthcare-ai-playbook-claims-denials\/<\/a><\/p>\n

Publish Date: 2026-02-02 10:00:00<\/a><\/p>\n

Source Domain: www.pymnts.com<\/a><\/p>\n

Medical providers are increasingly turning to artificial intelligence to address claims denials, one of the most persistent and costly problems in healthcare in the United States.<\/span><\/p>\n

Denials delay reimbursement, force staff <\/span>into<\/span> manual rework, and contribute to an <\/span>administrative burden<\/span> that costs the system billions of dollars <\/span>each year<\/span>.<\/span><\/p>\n

What is changing now is where AI is <\/span>being applied<\/span>. Instead of focusing primarily on fixing denied claims after the fact, providers and payers are deploying AI earlier in the revenue cycle to prevent denials from happening in the first place.<\/span><\/p>\n

AI Moves Upstream in the Revenue Cycle<\/span><\/strong><\/h2>\n

Historically, denial management has been <\/span>reactiv<\/span>e<\/span>.<\/span> Claims were submitted, rejected by payers <\/span>for<\/span> eligibility, coding or documentation issues, and then routed back to billing teams for correction and resubmission.<\/span> That approach is labor-intensive and slow, often requiring multiple touchpoints and follow-ups.<\/span><\/p>\n

AI tools are now <\/span>being used<\/span> to intervene earlier. AI models can analyze historical claims data to identify patterns that correlate with denials, such as missing prior authorizations, inconsistent patient information or payer-specific rule changes, <\/span>Experian<\/span> said in a Jan. 14 company <\/span>blog post<\/span>. <\/span>These insights <\/span>allow<\/span> systems to flag claims that are likely to be denied before submission, <\/span>giving<\/span> staff an opportunity to correct issues proactively.<\/span><\/p>\n

AI-driven automation can also streamline eligibility verification and benefits checks, which remain a source of denials, the post <\/span>said<\/span>.<\/span> Automating those steps reduces reliance on manual lookups and phone calls, while improving accuracy in determining coverage details and patient responsibility. The result is fewer preventable denials tied to eligibility errors and incomplete information.<\/span><\/p>\n

Advertisement: Scroll to Continue<\/p>\n

This upstream focus reflects a broader change in revenue cycle strategy. <\/span>Rather than treating denials as an inevitable cost of doing business, providers are <\/span>using<\/span> AI to <\/span>reshape<\/span> workflows <\/span>so<\/span> that…<\/span><\/p>\n

Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Inside Healthcare\u2019s AI Playbook for Claims Denials https:\/\/www.pymnts.com\/news\/artificial-intelligence\/2026\/inside-healthcare-ai-playbook-claims-denials\/ Publish Date: 2026-02-02 10:00:00 Source Domain: www.pymnts.com…<\/p>\n","protected":false},"author":1,"featured_media":209134,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.pymnts.com\/wp-content\/uploads\/2026\/02\/healthcare-AI-data-technology.jpeg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-209133","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/209133"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=209133"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/209133\/revisions"}],"predecessor-version":[{"id":209135,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/209133\/revisions\/209135"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/209134"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=209133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=209133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=209133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}