HCFraudShield

We provide fraud, waste, abuse & error software for the healthcare industry. Our team has extensive expertise in fraud detection technology & prevention. #hcfs

[HCFraudShield @HCFraudShield]

AI isn’t replacing investigators, auditors, or analysts.

It’s helping them work faster, connect patterns sooner, and spend less time buried in manual review.

The best fraud detection strategies still rely on human expertise. AI is just the tool helping teams scale that expertise more effectively.

#HCFS #HCFraudShield #AI #HealthcareAI #FWAE #FWA #FraudDetection #PaymentIntegrity #HealthcareFraud #SIU

[HCFraudShield @HCFraudShield]

Thinking about building your own FWA detection tool in-house?

Before you commit months (or years) of development, ask yourself the hard questions. Because FWAE isn’t just a tech problem, it’s a high-stakes, high-speed compliance and cost containment issue.

✅ We put together a checklist of critical questions to help you pressure-test your build vs. buy decision. 🔗 Download it here: https://t.co/s4USFAauo7

#HCFS #HCFraudShield #FWAE #FWA #PaymentIntegrity #SIU #HealthcareFraud #FraudDetection #FraudPrevention #HealthTech #BuildVsBuy #ValueRealization #SaaSDecisions #Compliance #HealthcareCompliance

[HCFraudShield @HCFraudShield]

🌿Plant of the Week
From the garden of Mandi Cook, Senior SIU Clinical Investigator

Zora Neale Hurston said, "Trees and plants always look like the people they live with, somehow."

If that's true, then my garden says I am a fan of organized chaos. It is not perfectly manicured. Fighting against the inevitable weed is like swimming upstream. I prefer to work with nature by filling all of the empty space with flowers that attract pollinators, lettuces that appreciate the shade, radishes whose roots aerate the soil, and herbs that repel pests. As a result, my only "weed" is white clover, which I allow because it fixes nitrogen into the soil for my leafy greens. Plus, less empty space means less water evaporation. My garden prioritizes functionality over sterile perfection. It's pretty, but not artificially so.

I'm on the cusp of zone 6b/7a. This means the usual summer show-stoppers like tomatoes, peppers, and cucumbers are not much to look at this time of the year. Instead, I'm featuring some of my favorite herbs:

🌾German Chamomile: This annual is a prolific self-seeder. One plant from last spring produced 5-6 volunteers this year. The leaves and flowers smell like apple Jolly Ranchers. Harvest flowers in the morning for optimal flavor. Dry them out for a few weeks, and have yourself a nice cup of evening tea to help you wind down for bed. I blend mine with mint or lavender from the tea garden.

🌻Yarrow: This is a native perennial named after Achilles (Achillea) because he supposedly used it to stop bleeding on the battlefield. When taken as a tea, it is said to reduce fevers and inflammation, and aids in digestion. Its high value nectar attracts pollinators.

🌱Chives: This perennial is not only tasty on eggs and potatoes, it also deters garden pests like aphids and Japanese beetles. Chive blossoms are also edible (and more subtly flavored); they can be used to make compound butter, infused vinegar, and finishing salt.

🌺Borage: This hardworking annual is as functional as it is pretty. It attracts nectar loving critters which help pollinate strawberries, tomatoes, and cucumbers while repelling the dreaded tomato hornworm. Its long taproot mines minerals (particularly potassium) deep from the soil, making its leaves perfect for mulching tomatoes. And best of all, the flowers and leaves taste just like cucumbers.

#PlantOfTheWeek #Gardening #GardenLife #HerbGarden #PollinatorGarden #GrowYourOwn #GreenThumb #NativePlants #Chamomile #Yarrow #Chives #Borage #GardenInspiration #EmployeeSpotlight #HCFSCulture #HCFS #HCFraudShield

[HCFraudShield @HCFraudShield]

Healthcare fraud prevention is changing fast, and a lot of health plans are feeling the pressure to keep up. Teams are expected to identify risk earlier, work faster, and avoid drowning investigators in alerts.

That is one reason AI has become such a major conversation across healthcare payment integrity right now. Industry leaders and federal agencies are increasingly focused on how AI can help identify suspicious billing behavior earlier and improve fraud prevention efforts before losses grow.

But technology only helps if it actually makes investigators’ jobs easier.

At Healthcare Fraud Shield, that’s the focus behind our AI-powered HCFSPlatform. The goal is to help SIU, compliance, audit, and PI teams spend less time sorting through noise and more time focusing on the cases that truly matter.

That is where the industry is heading.

#HealthcareFraud #HCFS #HCFraudShield #PaymentIntegrity #AI #HealthcareAnalytics #SIU #FraudDetection #Audit #Compliance #HealthcareCompliance #ArtificialIntelligence #ClaimsAnalytics #ImproperPayments #FraudPrevention #HealthPlans #HealthcareTechnology

[HCFraudShield @HCFraudShield]

🎧 Fraud schemes are changing fast. Stay ahead with The F Files Podcast from Healthcare Fraud Shield.

From suspicious billing patterns to emerging AI-driven detection methods, The F Files delivers practical insight for healthcare investigators, auditors, coders, and payment integrity professionals.

👉Listen now on Spotify and major podcast platforms.
https://t.co/ZNkcT2SpBg

#HCFS #HCFraudShield #TheFFiles #FWAE #PaymentIntegrity #SIU #HealthcareFraud #FraudDetection #FraudPrevention #Podcast #SIUPodcast #FWA

[HCFraudShield @HCFraudShield]

Every team has had this moment. The spreadsheet crashes. Nobody saved it. The investigation continues anyway.

There’s a reason more teams are moving beyond manual workflows and into AI-powered analytics.

#HCFS #HCFraudShield #FWAE #FWA #FraudDetection #PaymentIntegrity #HealthcareFraud #AI #HealthcareAI #SIU #Audit

[HCFraudShield @HCFraudShield]

🌱 Introducing HCFS Plant of the Week 🌱

Each week, we’ll spotlight an HCFS employee’s favorite plant, garden, or harvest along with photos, care tips, success stories, and occasionally a cautionary tale involving overwatering.

#HCFSPlantOfTheWeek #TeamHCFS #GardeningSeason #HCFS #HCFraudShield

[HCFraudShield @HCFraudShield]

Too many organizations still treat prepay and postpay as separate strategies.

A claim may bypass prepayment review, get paid, and only surface months later during recovery efforts. By then, the financial impact, provider abrasion, and operational cost are much higher.

Modern payment integrity requires connected visibility across the entire claim lifecycle.

🛡️ PreShield helps stop high-risk claims before payment using configurable real-time logic and AI-driven analytics.

🛡️ PostShield helps identify the fraud, waste, abuse, and error activity that slips through after payment with integrated workflows and intelligent detection.

When prepay and postpay work together inside one ecosystem:
• Detection improves
• False positives decrease
• Investigations move faster
• Teams gain stronger visibility into evolving patterns
• Organizations recover and prevent more dollars

Fraud schemes do not operate in silos and neither should your detection strategy.

#PaymentIntegrity #HealthcareFraud #SIU #HealthcareAnalytics #FWAE #FWA #HCFS #HCFraudShield

[HCFraudShield @HCFraudShield]

Investigators don’t want more alerts, more spreadsheets, or more disconnected systems. They want better leads, faster reviews, fewer false positives, and tools that actually help them close cases.

#HealthcareFraud #PaymentIntegrity #SIU #HealthcareAnalytics #FraudDetection #HealthPlans #FWA #FWA #HealthcareCompliance #HCFS @HCFraudShield

[HCFraudShield @HCFraudShield]

This Memorial Day, we remember and honor the brave men and women who gave their lives in service to our country. Their sacrifice protects the freedoms we live and work under every day.❤️🤍💙

As we spend time with family and friends this weekend, we pause to reflect with gratitude and respect for those who never made it home.

Wishing everyone a safe and meaningful Memorial Day.

#MemorialDay #RememberAndHonor #NeverForget #HonorOurHeroes #MemorialDay2026 #GratefulNation #RememberTheFallen #HonorAndRemember #AmericanHeroes #LandOfTheFree #HCFS #HCFraudShield #FWAE #FWA #PaymentIntegrity

[HCFraudShield @HCFraudShield]

Cloned documentation continues to be one of the biggest red flags in healthcare fraud investigations. The challenge isn’t just spotting it once. It’s identifying the larger pattern across claims, providers, records, and time.

That’s where smarter analytics and AI-driven review make a difference.

#HCFS #HCFraudShield #FWAE #FWA #FraudDetection #PaymentIntegrity #HealthcareFraud #AI #HealthcareAI #SIU #AuditLife

[HCFraudShield @HCFraudShield]

🎙️Don't forget to check out the New F Files episode!

The SIU Roundtable: Vendor, Payer, and Government Perspectives, Part 1

Same mission. Different playbooks.

Hear how investigators across environments approach leads, audits, and real-world decisions 🔍

If you work in SIU or payment integrity, this one hits close to home.

Part 2 coming soon 👀
🎧 Listen now on Spotify: https://t.co/2jNnSwXNnl

Visit https://t.co/ZNkcT2SpBg for other listening options!

[HCFraudShield @HCFraudShield]

A shiny new logo catches everyone’s attention.

Suspicious billing patterns should too. 🪩🔎 Good thing the HCFSPlatform was built for exactly that.

#HealthcareFraud #FWAE #FWA #AI #PaymentIntegrity #FraudDetection #HealthcareAnalytics #SIU #DataAnalytics #HealthcareTech #FraudPrevention #ClaimsAnalytics #Logotrends #HCFS #HCFraudShield

[HCFraudShield @HCFraudShield]

Most AI solutions stop at automation.

Healthcare payers need more than more alerts and more noise.

The real goal is trusted outcomes:
• Smarter lead prioritization
• Explainable findings
• Integrated workflows
• Better decisions across SIU, audit, compliance and payment integrity

At Healthcare Fraud Shield, we focus on AI that helps teams work smarter, reduce friction, and drive measurable impact.

#HCFS #HCFraudShield #PaymentIntegrity #HealthcareAI #HealthcareFraud #FraudWasteAndAbuse #HealthPlan #SIU #HealthcareAnalytics #FraudDetection #ClaimsAnalytics #HealthcareCompliance #AuditAndCompliance #PayerTechnology #ArtificialIntelligence #HealthcareInnovation #FWAE #FWA

[HCFraudShield @HCFraudShield]

AI should explain the why, not just assign a risk score.

Too many fraud detection tools generate alerts without context, leaving investigators to figure out what actually triggered concern.

HCFSPlatform uses explainable AI to surface:
• Behavioral anomalies
• Cross-payer patterns
• Documentation issues
• Policy conflicts
• Connected risk signals

Because investigators need actionable intelligence, not black-box alerts.

#HealthcareAI #PaymentIntegrity #SIU #HealthcareFraud #FWAE #FWA #HCFS #HCFraudShield #FraudDetection #HealthcareAnalytics #ExplainableAI #PayerTechnology #CostContainment #HealthcareCompliance #ClaimsAnalytics #HealthPlanOperations #MedicalReview #DataAnalytics #AIinHealthcare #HealthcareTechnology #FraudPrevention

[HCFraudShield @HCFraudShield]

Sometimes the documentation is technically there. Does it support the claim? That’s a different conversation.

This is where AI-powered review changes the game. Instead of spending hours digging through incomplete, inconsistent, or cloned documentation, investigators and auditors can focus on what actually matters: identifying patterns, validating risk, and making faster determinations.

Because “submitted” and “supported” are not the same thing.

#HCFS #HCFraudShield #AI #FWAE #FWA #FraudDetection #PaymentIntegrity #HealthcareFraud #HealthcareAI #SIU #FraudPrevention

[HCFraudShield @HCFraudShield]

This is what makes HCFSElevate different ❤️

A true sense of community where clients, investigators, and analysts come together with a shared passion for fighting fraud, waste, abuse, and error.
It’s more than sessions. It’s connection, collaboration, and learning from people who do this work every day 💬

#HCFSElevate #HCFS #HCFraudShield #UserConference #FWAE #FWA #PaymentIntegrity #SIU #FraudPrevention #HealthcareFraud #HealthcareAnalytics #Compliance

[HCFraudShield @HCFraudShield]

Great conversations and valuable insights at the CAHP Artificial Intelligence in Health Care Seminar in Burbank, California.

Healthcare Fraud Shield Account Executive Vanessa Morotti joined healthcare leaders and innovators to discuss how AI is shaping the future of healthcare operations, payment integrity, compliance, and fraud prevention.

As AI adoption accelerates across the industry, collaboration and practical innovation remain critical to helping health plans identify risk earlier, improve efficiency, and strengthen investigative outcomes.

#CAHP #HealthcareAI #PaymentIntegrity #HealthcareFraud #AIinHealthcare #HealthPlans #FWAE #HealthcareInnovation #HCFS #HCFraudShield #FWA

[HCFraudShield @HCFraudShield]

AI in payment integrity should do more than generate alerts.

It should help teams:
• Focus on real financial risk
• Reduce false positives
• Support faster, defensible decisions
• Work from connected data, not siloed systems

Healthcare Fraud Shield applies AI across the full payment integrity lifecycle to help SIU, audit, compliance, and PI teams work smarter with clearer outcomes.

#HCFS #HCFraudShield #PaymentIntegrity #HealthcareAI #HealthcareFraud #FraudWasteAndAbuse #HealthPlan #SIU #HealthcareAnalytics #FraudDetection #ClaimsAnalytics #HealthcareCompliance #AuditAndCompliance #PayerTechnology #ArtificialIntelligence #HealthcareInnovation #FWAE #FWA

[HCFraudShield @HCFraudShield]

This is what HCFSElevate is built for 🤝

Bringing together fraud professionals from across plans, regions, and specialties so real connections can happen. Not just networking, but meaningful conversations with people who understand the challenges and share the same goals 💬

#HCFSElevate #HCFS #HCFraudShield #UserConference #PaymentIntegrity #SIU #FraudPrevention #HealthcareFraud #FWAE #FWA #HealthcareAnalytics #Compliance #Audit #PayerAnalytics