{"id":1158,"date":"2025-09-19T09:11:17","date_gmt":"2025-09-19T09:11:17","guid":{"rendered":"https:\/\/www.selectsys.com\/blog\/?p=1158"},"modified":"2025-10-31T06:27:09","modified_gmt":"2025-10-31T06:27:09","slug":"safe-ai-in-pc-ops-guardrails","status":"publish","type":"post","link":"https:\/\/www.selectsys.com\/blog\/safe-ai-in-pc-ops-guardrails","title":{"rendered":"Safe AI in P&amp;C Ops: Guardrails, QC and Maker\u2011Checker"},"content":{"rendered":"\n<p>AI should make work faster, not riskier. Use this guardrail stack to keep your regulators and customers happy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Guardrail Stack<\/h2>\n\n\n\n<ul>\n  <li>Scope limits and deterministic gates<\/li>\n  <li>Confidence thresholds with fallbacks to human review<\/li>\n  <li>Redaction\/PII detection and secure storage by policy<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">QC That Sticks<\/h2>\n\n\n\n<ul>\n  <li>Critical field sampling with acceptance criteria (\u226599% target)<\/li>\n  <li>Error taxonomy (critical\/major\/minor) and remediation owners<\/li>\n  <li>Monthly controls attestation with evidence packs<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Approvals &amp; Auditability<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maker checker on monetary or material updates<\/li>\n\n\n\n<li>Activity logs: who\/what\/when; immutable change history<\/li>\n\n\n\n<li>Attestation dashboards for leadership and audits<\/li>\n<\/ul>\n\n\n\n<p><a class=\"btn btn-primary\" href=\"https:\/\/www.selectsys.com\/solutions\/ai-bpo-insurance-operations\" title=\"AI OCR &amp; Submission Automation\">AI Assisted BPO<\/a>\n     <a class=\"btn btn-primary\" href=\"https:\/\/www.selectsys.com\/solutions\/submission-triage-support\" title=\"AI Triage\">AI Triage<\/a><\/p>\n\n\n\n<p>In the <a href=\"https:\/\/www.selectsys.com\/platform\/value-flywheel\">Value Flywheel<\/a>, automation speeds handoffs while the BPO pod closes the loop.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Related Reading<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.selectsys.com\/blog\/llm-ocr-submissions-accuracy\">LLM + OCR for Submissions<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.selectsys.com\/blog\/kpis-for-ai-bpo\">KPIs for AI Assisted BPO<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">FAQs<\/h2>\n\n\n\n<p><strong>How do you stop AI from inventing data?<\/strong><br>We don&#8217;t accept it blindly: low confidence routes to humans; rules validate structure; maker, checker requires approval on sensitive changes.<\/p>\n\n\n\n<p><strong>Is my data safe?<\/strong><br>Yes, encryption in transit\/at rest, role-based access, and audit trails are standard. PII redaction is available where needed.<\/p>\n\n\n\n<p>This is where our <a href=\"https:\/\/www.selectsys.com\/platform\/value-flywheel\">Selectsys Operating Model<\/a> ties it together-from intake to renewals.<\/p>\n\n\n\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"How do you stop AI from inventing data?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"We don't accept it blindly: low confidence routes to humans; rules validate structure; maker\u2013checker requires approval on sensitive changes.\"}},\n{\"@type\":\"Question\",\"name\":\"Is my data safe?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, encryption in transit\/at rest, role-based access, and audit trails are standard. PII redaction is available where needed.\"}}]}<\/script>\n","protected":false},"excerpt":{"rendered":"<p>AI should make work faster, not riskier. Use this guardrail stack to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1170,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1158","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bpo-in-insurance-operations"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Safe AI in P&amp;C Ops: Guardrails, QC and Maker Checker<\/title>\n<meta name=\"description\" content=\"Deploy AI safely with confidence thresholds, QC sampling, PII controls and maker checker approvals. 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