# Deterministic Agentic AI for Healthcare Operations | Kognitos > Deterministic agentic AI that automates claims management, prior authorization, billing, and eligibility for healthcare teams, with neurosymbolic architecture that guarantees hallucination-free results. HIPAA-compliant, SOC 2 certified, governed by design. ## The Problem Your revenue cycle is bleeding margin. Here's what it's costing you. - **$5M+** lost to denied claims annually, Up to 90% of denials are preventable. Most tools catch issues after the fact, not before submission. - **3–5 days** wasted per prior authorization, Patients wait, procedures get delayed, and revenue sits in limbo while staff chase payer portals and fax machines. - **4 vendors** for one revenue cycle, Denial management, prior auth, eligibility, billing, each from a different vendor with its own data model, contract, and integration headache. Plus: your best biller retires and takes 20 years of payer-specific nuance with them. Every new mandate means a six-month IT project. And HIPAA compliance is bolted on, not built in. --- ## The Solution Revenue cycle teams already fixed this. They automated claims, prior auth, and billing on Kognitos, and went live in hours, not months. HIPAA-compliant, zero hallucinations, governed end-to-end. | Metric | Before | With Kognitos | |--------|--------|---------------| | Prior auth turnaround | 3–5 days | **4 hours** | | Claims auto-resubmission | $5M+ lost | **91%** | | Recovered annually per facility | 70% manual | **$2.1M+** | | Time to deploy | Months | **Hours** | Named a Sample Vendor in the Gartner Hype Cycle for AI in Finance, 2025. Trusted across regulated industries including healthcare. --- ## Live Healthcare Apps Production-grade healthcare apps built in hours. Try them now. Each app was designed on the Kognitos platform. Scalable database, governed workflows, RBAC, audit trails, and exception handling, all production-ready and HIPAA-compliant. ### 1. Provider Claims Processor Automates the provider billing workflow from charge capture through claim submission and payment posting. Tracks claim status, identifies underpayments, and accelerates revenue collection across payers. ``` Match claim to encounter by patient ID and DOS. If paid amount < contracted amount, flag as underpayment. Route to collections if unpaid after 30 days. ``` - End-to-end provider billing automation - Payment posting and reconciliation - **Results:** 60% reduction in billing cycle time, 3x faster claim resolution ### 2. Payer Claims Analysis Provides payer-side claims analytics and review. Analyzes claims patterns, validates medical necessity, identifies fraud indicators, and generates compliance reports for regulatory submissions. ``` For each claim in batch: Validate medical necessity against payer policy. If documentation missing, request from provider. Flag fraud indicators exceeding threshold. ``` - Claims pattern analysis across providers - Fraud and abuse indicator detection - **Results:** 40% faster claims adjudication, 25% reduction in improper payments ### 3. 340B Discount Eligibility Check Automates HRSA 340B program eligibility verification using the 6-factor test. Validates patient encounters, provider status, and prescription data to ensure compliant 340B pricing, reducing audit risk and manual review time. ``` Check patient against HRSA 6-factor test. If encounter qualifies AND provider is registered, approve for 340B pricing. Log decision with full audit trail. ``` - Automated HRSA 6-factor eligibility check - Audit-ready documentation and run history - **Results:** 85% reduction in manual eligibility review, 99% audit compliance accuracy ### 4. Patient Referral Processing Automates the referral intake workflow, capturing referral details, validating insurance and authorization, matching patients to specialists, and routing with complete clinical context for faster scheduling. ``` Extract referral details from incoming fax. Verify insurance and authorization status. Match to specialist by specialty, location, and availability. ``` - Referral intake and data extraction - Specialist matching and scheduling - **Results:** 70% reduction in referral processing time, 50% fewer referral-related delays ### 5. Patient Call Records Analysis Retrieves patient call records from SharePoint, analyzes interactions including medications and ER visits, generates comprehensive reports with visual timelines, and sends formatted summaries to Teams. ``` Retrieve patient call records from SharePoint. Analyze for medication changes and ER visits. Generate timeline report and send summary to Teams. ``` - Automated call record retrieval from SharePoint - Visual timeline and report generation - **Results:** 80% reduction in manual record review, 5min from call data to Teams summary These apps were each designed in hours on the Kognitos platform. Your workflows are different, describe them in plain English and Kognitos builds a production-grade app with governance, audit, and scale built in. --- ## Why One Platform Beats Four Point Solutions | Dimension | Point Solutions | Kognitos | |-----------|----------------|----------| | Implementation | Months per tool | Hours | | Maintenance | Per-tool dev teams | Zero-code, self-healing | | Auditability | Varies by tool | Every step in plain English | | Exceptions | Manual escalation | Auto-encoded by AI | | Hallucination risk | Probabilistic AI | 0%, by architecture | | Who defines it | Developers / IT | RCM leaders + tech teams | | Data silos | One per tool | Unified data layer | | Total cost | 4× vendor stack | Single platform | Covers Claims, Prior Auth, Billing, Eligibility, Patient Intake, and Compliance. --- ## Customer Results ### Fortune 200 Enterprise Manual compliance evidence collection consumed thousands of hours each quarter across regulated operations. **97% reduction in audit time.** Evidence collection fully automated, from thousands of hours to continuous monitoring. ### Wesfarmers Finance automation blocked by manual processes across 200+ countries in a highly regulated environment. **92K hrs saved annually** across finance automation. The same engine that powers healthcare workflows. ### Scan Health Plan Edge cases escalated manually, slowing resolution across claims and compliance workflows. **5x faster exception resolution.** Every edge case encoded into deterministic logic, governed and HIPAA-compliant. --- ## Integrations 130+ pre-built integrations connecting to the systems your healthcare org already uses. **EHR & Practice Management:** Epic, Oracle Health, Athenahealth, MEDITECH **Clearinghouses & Payers:** Availity, Waystar, Change Healthcare **ERP & Financials:** SAP, Workday, NetSuite, Dynamics **Cloud & Data:** AWS, Azure, GCP, Snowflake, Databricks **Collaboration & Workflow:** Salesforce, ServiceNow, Microsoft 365, Slack, SharePoint, Box, Google Workspace, Veeva [View all integrations →](https://www.kognitos.com/integrations/) --- ## Security & Compliance - **SOC 2 Type II**, Independently audited security controls across availability, confidentiality, and processing integrity - **HIPAA Compliant**, Full PHI handling with audit trails, access controls, and data processing agreements - **GDPR Ready**, Data residency controls, right-to-erasure support, and full processing transparency - **RBAC & Governance**, Role-based access controls on who can run, modify, approve, and audit automations --- ## FAQ **How can AI automate claims denial management?** AI automates claims denial management by detecting denial patterns, categorizing root causes, assembling supporting documentation, and auto-resubmitting corrected claims within payer deadlines. Kognitos's Claims Lifecycle Manager uses English-as-Code rules to monitor remittance files, identify actionable denials, match to payer-specific resubmission requirements, and route appeals with full context, recovering revenue that would otherwise be written off. **What is agentic AI in healthcare?** Agentic AI in healthcare refers to autonomous software that can perceive, decide, act, and adapt within healthcare workflows, from claims processing to prior authorization to patient intake. Unlike traditional RPA, agentic AI handles exceptions, learns from human guidance, and executes multi-step processes. Kognitos ships pre-built healthcare workflows and lets teams build unlimited more in plain English, all executed deterministically with zero hallucinations. **How does Kognitos ensure HIPAA compliance?** Kognitos is HIPAA-compliant by design: full PHI handling with end-to-end encryption, granular role-based access controls, comprehensive audit trails logging every action, and signed Business Associate Agreements. The platform is also SOC 2 Type II certified. **How does Kognitos eliminate hallucinations in healthcare automation?** Healthcare cannot tolerate AI improvisation. Kognitos uses a patented neurosymbolic architecture that separates intent interpretation from execution. An LLM understands your business rules written in plain English, but a deterministic Symbolic Executor handles all execution. It cannot improvise, cannot hallucinate, and every variable is recorded. **How does Kognitos handle exceptions in healthcare workflows?** When an automation encounters an exception, a claim with missing data, an auth request that doesn't match payer rules, an eligibility check with conflicting results, Kognitos routes the issue with full context and a suggested resolution. Once a human resolves it, the platform permanently encodes that fix into its deterministic logic. Over time, 90%+ of exceptions auto-resolve. **Can revenue cycle teams build automations without coding?** Yes. English-as-Code means plain English instructions are the actual executable code. A revenue cycle director can write business rules and the platform compiles and executes them deterministically. Pre-built healthcare workflows ship ready to deploy, no developers required. --- [Book a Demo](https://www.kognitos.com/book-a-demo/) | [Try It Free](https://app.us-1.kognitos.com/) | [Platform Overview](https://www.kognitos.com/platform/)