AI, GenAI, Agent AI & Agentic AI for Healthcare
By GHIT Digital
|
AI Stage |
Definition |
Current Status in Healthcare |
|
Traditional AI |
Rules-based ML and prediction models |
Fraud detection, claims, imaging |
|
Generative AI |
LLMs, multimodal models creating text, code, molecules |
Prior auth, documentation, drug design |
|
Agent AI |
Task-focused autonomous agents |
Claims repair, ambient scribe, care triage |
|
Agentic AI |
Networks of adaptive, collaborative agents |
Digital twins, autonomous research labs, cross-ecosystem agents |
• Generative AI: Automating prior authorization, fraud detection, member engagement
• Agent AI: Claims repair agents, Appeals & Grievances triage
• Agentic AI: Multi-agent claims ecosystems, value-based contracting agents
• Generative AI: Ambient documentation, predictive analytics, coding optimization
• Agent AI: Clinical scribe agents, interoperability brokers
• Agentic AI: Digital twins of hospital ops, surgical multi-agent assistance
• Generative AI: Molecule generation, regulatory submission drafting, trial recruitment
• Agent AI: Autonomous lab assistants, trial monitoring
• Agentic AI: AI-Scientists, Pharma-Payer-Provider trial ecosystems, connected MedTech evidence loops
1. Foundation Models Beyond LLMs – Imaging, genomics, multimodal integration
2. Interoperability – HL7 FHIR, OMOP CDM, standardized protocols for agent collaboration
3. Trust & Safety – Explainability, bias audits, assurance frameworks
4. Human-in-loop Autonomy – Levels 1–5 autonomy mapped to clinical risk
5. Scalability – Cloud-native AgentOps with MLOps pipelines (AWS, Azure, GCP)
• Regulators (CMS, FDA, EMA) are shaping AI rules for billing, trials, compliance
• Payers & Providers issuing RFPs for AI-driven claims, care, and interoperability
• Pharma investing in agent-driven R&D and trial management
• Counties like Contra Costa creating AI vendor pools, highlighting governance and ethics
• ARPA-H & NIH funding agentic AI research for autonomous science and system resilience
• Today: GenAI pilots in prior auth, call centers, documentation
• Near-term (2025–2027): Agent AI in claims repair, clinical trial monitoring, digital front doors
• Next Phase (2027+): Agentic AI ecosystems linking payers, providers, pharma with real-time adaptive care
• Identity & Attestation for agent trustworthiness
• Bias audits and assurance pipelines for fairness and accuracy
• Cyber-risks from multi-agent interactions and PHI exposure
• Continuous monitoring, human approval gates, and compliance mapping
GHIT Digital brings deep expertise in AI-first, low-code transformation for healthcare. As a trusted partner, GHIT provides:
• Readiness assessments and AI maturity evaluations
• Implementation of GenAI, Agent AI, and Agentic AI pilots
• Integration with NewgenOne, Salesforce, AWS, Azure ecosystems
• Governance, assurance, and compliance-driven AI deployment
• Strategic advisory for RFP responses and vendor ecosystem coordination
Healthcare is at an inflection point. AI, GenAI, Agent AI, and Agentic AI will underpin payer efficiency, provider resilience, and pharma innovation. Early adopters already see RFPs, pilots, and ARPA-H RFIs driving demand. Organizations that partner with GHIT Digital will harness these technologies responsibly, delivering compliance, outcomes, and measurable ROI.
#AIinHealthcare #GenerativeAI #AgentAI #AgenticAI #Payers #Providers #Pharma #MedTech #DigitalHealth #HealthcareInnovation #GHITDigital
GHIT Digital ( https://ghit.digital/) is a domain focused, future ready, Enterprise Software Product Implementation, IT Services & Digital Transformation firm. We are Minority and Women Owned (MWOB) small business from New Jersey, USA. Diversity, Inclusion, and Growth is our Mantra. Team GHIT works on strategic IT Projects for Government (G); HealthCare (H); Insurance (I); and Technology (T) clients, thus the brand GHIT. We are nimble, scalable and sell & deliver with Platform Partners & Delivery Partners. Our niche capabilities include Agile Project Management, Infrastructure Services, Data Services, Cloud native Data and Implementation, Integration, Migration, & Optimization of AI Powered, LowCode NewgenOne EDM, BPM, CCM, ANG and PLM Software Products & Platforms.
MonMass, Inc. (the legal name of GHIT Digital) will work on your strategic IT Projects or Consulting requirements (NAICS codes 541511 / 541512 / 541330 / 541618). Feel free to call 201.792.8924 or 646.734.6482 or write to me at Monika@GHIT.digital for no obligation discovery conversation. You are welcome to share your RFPs/RPQs for us to review and respond on time.
Monika Vashishtha, MBA, ITIL, PMP
President
https://ghit.digital I Monika@GHIT.digital
Government | Health | Insurance | Tech
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