Health Insurance Portability and Accountability Act
Protect PHI with privacy-first architecture, encrypted storage and transmission, strict access controls, and traceable audit logs.
Artificial Intelligence
AI development and consulting, from workshop to production
AI strategy workshops, AI & ML development, agentic and generative AI, and compliant AI agents for healthcare — all built by one team that ships models into real products, not slide decks.
Trusted by global innovators
AI Consulting
4Workshops and audits that turn AI ambition into a costed roadmap.
Executive AI workshop for strategic alignment and ROI-driven decisions
Unify stakeholders around AI fundamentals, identify high-impact business opportunities, and leave with a practical roadmap to move from use-case discovery to implementation.
AI solution design workshop from strategy to executable architecture
Map current workflows, define success metrics, prioritize use cases, and build an actionable roadmap that connects business goals with technical implementation.
AI-powered engineering workshop for production-ready team workflows
Help your engineers move from isolated AI experiments to structured, secure, and scalable development workflows across planning, coding, testing, and delivery.
Custom AI solution audit for trust, performance, and compliance
Get a clear, actionable audit of your AI ecosystem to improve performance, strengthen governance, and ensure stakeholder confidence in production AI decisions.
AI Services
4AI & ML systems designed, built, and shipped to production.
AI development services to scale automation and decision intelligence
Design, build, and integrate tailored AI systems for your business, from NLP and predictive analytics to custom model deployment and optimization.
ML development services for production-ready machine learning systems
Build and operationalize machine learning models with end-to-end support across strategy, data engineering, model training, deployment, and lifecycle management.
Generative AI development for intelligent and personalized products
Create, integrate, and scale GenAI capabilities such as chatbots, intelligent document processing, and hyper-personalized user experiences.
Data science services for predictive insights and intelligent automation
Build reliable data pipelines, predictive models, and decision-support systems that improve operational performance across your business.
Agentic AI
4Autonomous agents on AWS, GCP, and OpenAI stacks.
Custom AI agent development services for scalable business automation
Design and launch custom AI agents that reason, act, and collaborate with your systems to automate complex operations and accelerate measurable outcomes.
AWS AgentCore development for intelligent, production-ready AI agents
Leverage Amazon Bedrock AgentCore to build, orchestrate, and optimize enterprise AI agents that automate complex workflows and improve operational ROI.
GCP Vertex Agent Builder services for enterprise AI automation
Build and deploy robust AI agents with Vertex AI ADK and Agent Engine to automate operations, improve decision-making, and scale securely on Google Cloud.
OpenAI Agent Builder development services for custom AI workflows
Design, launch, and optimize OpenAI-powered agents that combine LLM reasoning, tools, and integrations to automate business workflows at scale.
Generative AI
4Chatbots, RAG, and media generation grounded in your data.
AI Chatbots & Assistants Development Services
Design, build, and optimize enterprise-ready AI chatbots and assistants that reduce support load, improve response quality, and integrate with your core workflows.
ChatGPT Integration Services for Business Systems
Implement secure, measurable ChatGPT integrations across internal and customer-facing systems using structured orchestration, governance, and optimization.
Knowledge Base (RAG) Development Services
Build RAG pipelines that combine retrieval and generation to deliver accurate, domain-aware responses with lower hallucination risk and stronger business reliability.
Media Generation Services with Generative AI
Create scalable media generation platforms for marketing and product teams to produce brand-consistent, personalized content faster and at lower operational cost.
Ways we build with AI
3From AI-assisted delivery to rapid PoCs and clean prototyping.
AI-assisted development for production-ready products
Ship secure, maintainable software faster by embedding AI into planning, coding, testing, and delivery workflows across your full product lifecycle.
Validate ideas quickly with rapid PoC development
Turn early concepts into working proofs of concept in days, then use measurable outcomes to decide what to scale into full products.
Design cleaner, scalable prototypes with AI support
Create polished prototypes with structured UX flows, clean front-end architecture, and implementation clarity that smooths the path to production.
AI Agents for Healthcare
29+Production-grade agents for clinical documentation, triage, prior authorization, claims, and revenue-cycle workflows — each with PHI handling, human-in-the-loop review, audit logging, and EHR write-back designed in from the start.
Clinical documentation & patient-facing agents
Ambient documentation, triage, and conversational agents that cut charting time and extend clinical capacity — with clinician sign-off and safety guardrails.
AI Agent · Clinical Documentation
AI Medical Scribe / Clinical Documentation
An ambient AI scribe that drafts the note during the visit, suggests ICD-10/CPT codes, and writes back to the EHR after clinician sign-off.
AI Agent · Patient TriagePatient Triage AI Agent
An AI triage agent for symptom intake and acuity scoring that routes patients to the right care level — every high-acuity case reviewed by a clinician.
AI Agent · Virtual Health AssistantVirtual Health Assistant
Patient-facing virtual health assistant — a conversational AI agent for triage, guidance, and navigation with hard clinical guardrails and escalation.
AI Agent · Virtual Nursing Assistant24/7 Virtual Nursing Assistant
An after-hours virtual nursing assistant that handles patient check-ins and symptom questions, and escalates anything urgent to on-call clinical staff.
AI Agent · Mental Health SupportMental Health Support AI
AI mental health support agent — PHQ-9/GAD-7 screening and triage with always-on crisis guardrails, 42 CFR Part 2 handling, and clinician escalation.
Revenue cycle & payer automation agents
Prior authorization, denial management, fraud detection, and eligibility agents built for the CMS interoperability and prior-auth mandates — with audit trails.
Revenue Cycle · AI Agent
Prior Authorization Automation Agent
An AI agent that assembles, submits, and tracks prior auth requests over X12 278 and FHIR PAS — with a coder sign-off before anything goes to the payer.
Revenue Cycle · AI AgentClaims Denial Management & Appeals Agent
An AI agent that predicts denials before submission, reads CARC/RARC codes on 835s, and drafts appeal letters for a biller to review and send.
Payer Integrity · AI AgentMedical Billing Fraud Detection
An AI agent for payers that flags fraud, waste, and abuse in claims using anomaly and graph ML — with an investigator reviewing every flag.
Revenue Cycle · AI AgentAI for Insurance Eligibility & Verification
An AI agent that runs real-time X12 270/271 eligibility checks, parses the response into plain benefits, and flags coverage gaps before the visit.
Revenue Cycle · AI AgentCharge Reconciliation / Revenue Integrity AI
An AI agent that catches missing and mismatched charges by reconciling clinical activity against the CDM and claims — with a coder approving every fix.
Clinical intelligence & risk agents
Decision support, imaging analysis, readmission risk, trial matching, and chronic-care agents — evidence-linked, explainable, and human-in-the-loop.
Clinical Intelligence Agent
Clinical Decision Support AI
Clinical decision support agent that delivers guideline-based recommendations in the EHR via CDS Hooks — evidence-linked and clinician-in-the-loop.
Clinical Intelligence AgentDiagnostic Imaging AI
AI medical imaging agent for detection, prioritization, and worklist triage on DICOM — radiologist-confirmed, assistive not autonomous, FDA SaMD aware.
Clinical Intelligence AgentPatient Readmission Risk Prediction
ML agent that scores 30-day readmission risk from FHIR data using LACE/HOSPITAL-style features and routes high-risk patients to the care team.
Clinical Intelligence AgentClinical Trial Matching AI
AI agent that matches patients to trials by evaluating eligibility against FHIR patient data and ResearchStudy criteria — coordinator-reviewed and audited.
Clinical Intelligence AgentChronic Care Manager Agent
AI agent for chronic care management — runs monthly CCM check-ins, tracks care-plan adherence, and escalates concerns to a nurse with FHIR write-back.
Operations & workflow automation agents
Voice AI, patient communication, document processing, and orchestration agents that automate the phone lines, faxes, and cross-system busywork.
Voice AI · Scheduling
Voice AI for Appointment Scheduling
A voice agent that answers inbound scheduling calls, books slots into your PM/EHR calendar in real time, and hands edge cases to staff. Book a demo.
Voice AI · TelephonyHIPAA-Compliant Voice AI Agents
Voice agents for clinics and pharmacies built on compliant telephony — signed BAA, recording consent, and PHI redaction on every call. Request a review.
Communication · OutreachPatient Communication Automation
An agent that runs reminders, follow-up, and aftercare across SMS, voice, and email — with consent and opt-out honored on every message. Book a demo.
Documents · IntakeMedical Document Processing Automation
Turn inbound faxes, PDFs, and scans into structured, FHIR-ready data — OCR, extraction, and human review before it hits the chart. Book a demo.
Orchestration · WorkflowHealthcare Workflow Automation
An orchestration agent that runs multi-step processes across EHR, RCM, and CRM systems with human checkpoints at every decision that matters. Book a demo.
Operations · CapacityHospital Resource Management AI
Optimize beds, staffing, and OR scheduling from live capacity signals — the agent recommends, managers approve, nothing auto-executes. Book a demo.
Advanced & platform agents
FHIR-native RAG over records, multi-agent orchestration, AI-driven PHI security, and medical education — the frontier of applied healthcare AI.
Chat-with-Records Agent
Healthcare RAG / Chat-with-Records
A FHIR-native RAG agent that answers questions from the patient chart with source citations, PHI scoping, and no hallucinated clinical facts.
Multi-Agent OrchestrationMulti-Agent Systems for Healthcare
Multi-agent AI systems for healthcare — orchestrated planner, executor, and critic agents with typed tool use, shared memory, and guardrails.
PHI Protection AgentHealthcare Data Security AI
AI healthcare data security — behavioral anomaly detection on PHI access logs, DLP, Safe Harbor de-identification, and human-reviewed threat alerts.
Simulation & Education AgentMedical Training & Education AI
AI medical training and simulation — synthetic patients with no real PHI, rubric-based assessment, and hard non-clinical guardrails for education.
Cross-industry business agents
AI agents that automate operations beyond the clinic — appointment scheduling over voice and chat, a store operations assistant, legal research, and a multilingual hospitality concierge.
AI Agent · Scheduling
Appointment Scheduling AI Agent
An appointment scheduling AI agent that books, reschedules, reminds over voice and chat — qualifying customers, syncing calendars, and cutting no-shows.
AI Agent · Retail OperationsStore Operations AI Agent
A store operations AI agent that automates tasks, monitors compliance, flags inventory issues, and gives managers daily summaries and performance insights.
AI Agent · Legal ResearchLegal Research AI Agent
A legal research AI agent for case law search, contract and document analysis, and regulatory research — grounded in your firm's own knowledge base.
AI Agent · Hospitality ConciergeHospitality AI Concierge Chatbot
A hospitality AI concierge chatbot for 24/7 guest assistance, booking support, room service, and multilingual guest communication across channels.
AI built for compliance and trust from day one
Agnotic builds AI with PHI handling, human-in-the-loop review, audit logging, and HIPAA/SOC 2-aligned controls designed into the architecture — not bolted on before launch.
General Data Protection Regulation
Implement lawful consent flows, data minimization, retention controls, and secure processing for sensitive reproductive and health data.
Fast Healthcare Interoperability Resources
Enable standardized health data exchange across apps, care teams, and systems through robust FHIR-ready APIs and mappings.
Health Level Seven International
Support enterprise-grade interoperability with HL7-based integrations for records, events, and clinical messaging workflows.
Health Information Trust Alliance
Align security programs to healthcare-specific controls and risk management practices trusted by providers and partners.
Health Information Technology for Economic and Clinical Health Act
Design with breach notification readiness, digital record safeguards, and operational controls that support regulated care programs.
Food and Drug Administration Software as a Medical Device
Plan software quality, traceability, and documentation pathways for products that may require SaMD review and regulatory submission.
Medical Device Regulation (European Union)
Prepare EU market-ready processes for risk classification, evidence tracking, and lifecycle governance under MDR expectations.
Substance Abuse and Mental Health Services Administration (42 CFR Part 2)
Apply confidentiality controls and consent-aware sharing models for behavioral and mental health related data experiences.
Frequently Asked Questions
Healthcare AI agents automate specific clinical or revenue-cycle workflows — ambient documentation, patient triage, prior authorization, claims appeals, and similar — with a defined pipeline, human review, and write-back to the EHR. They are not generic chatbots; each agent is scoped to one workflow with guardrails.
Voice of success
We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.
“I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly.”
Aaron Phelan
Founder, Benchmark
“Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective.”
John Pasmore
Founder, Latimer
“Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together.”
Kim Smith
Founder, My Lauren
Have an AI problem worth solving?
Tell us about your workflow, data, and constraints. We'll return a recommended AI approach — from a discovery workshop to a production build.
contact@agnotic.com
Partnerships
contact@agnotic.com