AI-Powered Modernization for Medicaid Operations
Without Replacing Your Core Systems
State Medicaid programs are under unprecedented pressure: growing enrollment, tightening federal mandates, aging MMIS infrastructure, and a workforce stretched to the breaking point. CareInsight gives state agencies and their fiscal agents the AI layer that sits on top of existing MMIS platforms automating the operational workflows that consume the most staff time and generate the most compliance risk.
No MMIS replacement required. No multi-year procurement cycle.
Deploy in weeks and start seeing results in the first quarter.
The Reality Facing State Medicaid Programs Today
State Medicaid agencies are operating under a regulatory and operational environment that manual processes and legacy MMIS platforms were never designed to handle.
1
Enrollment is Surging, Staffing is Not
Post-PHE redeterminations, Medicaid expansion, and dual-eligible growth are driving caseloads that far outpace workforce capacity. Agencies cannot hire their way out of the volume problem.
2
Federal Compliance Timelines Are Non-Negotiable
CMS holds states accountable under 42 CFR §438 for managed care oversight — prompt-pay enforcement, A&G SLA monitoring, care management adequacy, and EQRO performance. Falling short triggers CAPs and deferred federal matching funds.
3
MMIS Modernization Is Slow & Expensive
Most states are mid-stream on MMIS modular modernization under CMS OBC, but full replacements take 5–10 years and cost hundreds of millions. Agencies need operational improvements now — not after the next procurement.
4
Managed Care Oversight Is Increasingly Complex
States contract with multiple MCOs, each running different systems. Ensuring consistent SLA compliance, quality measurement, and member experience requires visibility and automation most state agencies lack.
5
Hard-to-Reach Member Populations
Medicaid populations face high mobility, phone churn, language barriers, and distrust. Manual outreach completion stays under 40% — every missed contact is a missed assessment, gap closure, and quality measure.
How CareInsight Serves State Medicaid & MMIS Operations
CareInsight deploys as a modular AI layer that integrates with your existing MMIS ecosystem — whether that’s a legacy monolithic system or a modern modular architecture. Our 36+ AI agents address the workflows facing the highest volume, the greatest compliance exposure, and the most severe staffing constraints.
Appeals & Grievance Automation
Hit Every 30-Day & 72-Hour SLA Automatically
State Medicaid programs must ensure MCOs resolve standard appeals within 30 calendar days and expedited appeals within 72 hours under 42 CFR §438.408. CareInsight’s Intake Agent, Omni-Channel Notification Agent, and A&G Decision Recommendation Agent automate the full lifecycle: multi-channel intake to case creation in 2 minutes, automated acknowledgements within 5 days, clinical evidence assembly, and decision recommendation with confidence scoring. Every action is timestamped and audit-trail complete for EQRO review.
Appeals & Grievance Automation
Hit Every 30-Day & 72-Hour SLA Automatically
State Medicaid programs must ensure MCOs resolve standard appeals within 30 calendar days and expedited appeals within 72 hours under 42 CFR §438.408. CareInsight’s Intake Agent, Omni-Channel Notification Agent, and A&G Decision Recommendation Agent automate the full lifecycle: multi-channel intake to case creation in 2 minutes, automated acknowledgements within 5 days, clinical evidence assembly, and decision recommendation with confidence scoring. Every action is timestamped and audit-trail complete for EQRO review.
Utilization Management Oversight
Cut Standard Auth Turnaround From 7 Days to 2
Prior authorization backlogs are one of the most common sources of member access complaints and CMS scrutiny. CareInsight automates UM intake, notification, and clinical evidence retrieval — applying InterQual/MCG guidelines, custom GoldCarding rules, and LCD/NCD criteria to generate recommendations. Auto-approval where configured; all denials routed to Medical Directors with full evidence packages.
Care Management at Medicaid Scale
Give Agencies the Same AI Tools the MCOs Have
Medicaid managed care contracts under 42 CFR §438.208 require plans to identify, stratify, and deliver Individualized Care Plans for high-risk members — but state agencies have limited visibility into whether MCOs are actually performing. CareInsight provides dynamic identification using claims plus EMR data, AI-powered HRA outreach, automated ICP generation within 30-day SLAs, and transition-of-care contacts within 2 business days of discharge. For FFS Medicaid or carve-out populations, CareInsight can operate as the workflow engine — not just an oversight tool.
Member Outreach & Engagement
Reach the Hardest-to-Reach Populations In Their Language
Medicaid populations are among the hardest to reach — high mobility, phone number churn, language barriers, and distrust of the system. CareInsight’s Outreach Agent conducts AI-powered conversations in the member’s preferred language via voice, SMS, or combined channels. Handles HRA completion, SDoH screening, behavioral health assessments, MTM, gap-in-care outreach, and chronic disease education. Costs $3 per completed outreach versus $12+ for manual nurse calls.
Claims Pend Resolution
From 30 Minutes Across 8 Systems to 5 Minutes, Automated
Medicaid claims processing generates enormous pend volumes — typically 10–20% of all claims require manual intervention across multiple systems (claims platform, eligibility, authorization, provider data, fee schedules, FWA analytics, CMS reference data). CareInsight’s Claims Pend Resolution Agent assembles evidence from 8+ data sources and resolves cases in 5 minutes versus the current 25–30 minute average.
Omni-Channel Notifications & Compliance
Never Miss a Mandated Notification Deadline Again
Every UM decision, A&G acknowledgement, and claims determination requires mandated member and provider notifications — in multiple languages, across multiple channels. CareInsight automates the generation and delivery of compliant letters, SMS messages, emails, and conversational AI calls throughout the lifecycle. No more manual letter generation. No more missed notification deadlines.
Why State Agencies Choose CareInsight
Built for Medicaid Reality — designed around the constraints, compliance frameworks, and procurement realities state agencies actually face.
Works With Your Existing MMIS
Integrates with legacy and modular MMIS architectures — QNXT, Facets, TriZetto, and custom state systems. No rip-and-replace. No multi-year procurement. Deploys as a modular AI overlay.
CMS OBC-Aligned
Our modular approach aligns with CMS Outcomes-Based Certification principles — agencies can deploy CareInsight as part of their MMIS modernization roadmap without disrupting existing modules.
EQRO and Audit Ready From Day One
Every AI agent interaction is logged, timestamped, and traceable. When the External Quality Review Organization audits your MCO oversight or direct operations, the documentation is already complete.
Scales With Enrollment
Manual processes break when enrollment surges — post-redetermination, expansion, dual-eligible transitions. AI agents scale from 50K to 500K+ members without additional headcount.
Multi-Language, Multi-Channel
Communicates with members in Spanish, Mandarin, Vietnamese, Tagalog, and dozens of other languages — across voice, SMS, email, and mail. Meets the linguistic reality of Medicaid populations.
Human-in-the-Loop
AI assembles evidence and recommends. Clinicians and state reviewers make the final call. Always. No black-box decisions on member care or coverage.
HIPAA Compliant & SOC 2 Type II
Enterprise-grade security and privacy protections that meet the requirements of state procurement and federal oversight.
Deploy in Weeks, Not Years
Skip the multi-year procurement cycle. Start seeing operational impact in the first quarter while your broader modernization roadmap continues.
What Changes When You Deploy CareInsight
A side-by-side look at the operational shift across the workflows that matter most to Medicaid agencies and their fiscal agents.
| Workflow | Before CareInsight | With CareInsight |
|---|---|---|
| A&G Intake | 40 min/case, manual, multi-system | 2 min/case, any channel, fully automated |
| Member Outreach (HRA) | $12/attempt, manual nurse calls, 3+ attempts | $3/attempt, AI voice + SMS, multi-language, documented |
| Care Plan Generation | 60–90 min, manual, high-risk only | Under 15 min, AI-generated, all risk tiers |
| Prior Auth Review | Hours gathering evidence manually | AI assembles evidence, applies guidelines, recommends |
| Claims Pend Resolution | 25–30 min/claim across 8+ systems | 5 min/claim, automated evidence assembly |
| Compliance Notifications | Manual letter generation, missed deadlines | Auto-generated, multi-channel, timestamped |
Ready to Modernize Your Medicaid Operations?
Request a personalized assessment showing how CareInsight maps to your state’s MMIS architecture, MCO oversight requirements, and operational pain points. We’ll model the ROI based on your enrollment, claims volume, and current staffing levels.
No procurement commitment required. See the platform live with your data scenarios.
