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
A model that works in a notebook still has to run, be monitored and be retrained in production. Agnotic Technologies builds ML models on your data and the MLOps pipelines that keep them working.
GenAI development
Generative AI demos are easy to make; features that hold up with real users and real data are not. Agnotic Technologies builds GenAI features into your product, with evaluation and guardrails from the first release.
Data Science
Data Science from Agnotic: we scope, build and integrate it with your systems, with compliance and security designed in. Book a scoping call.
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
Use 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 reliable AI agents with Vertex AI ADK and Agent Engine to automate operations, improve decisions, 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
43+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 in Healthcare / Clinical Documentation
AI medical scribe and ambient documentation development
Custom ambient AI scribes that turn visits into structured notes, write back to your EHR and keep clinicians in control, with HIPAA-ready audio handling.
AI Agent · Patient TriageAI patient intake and triage
AI intake and triage agents that collect history, route patients to the right care level and hand off to staff, with clinical safety guardrails.
AI Agent · Virtual Health AssistantHealthcare chatbot development
Healthcare chatbots grounded in your content and EHR data, with retrieval, safety filters, escalation and HIPAA-ready logging.
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.
AI Agents / Conversational QuestionnairesAI Powered Chat Bot Questionnaires for Patients
AI powered chat bot questionnaires and call bot questionnaires for patients: one question at a time, answers confirmed, risk answers sent to staff at once.
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.
AI in Healthcare / Prior Authorization
Prior authorization automation with AI and FHIR
Automate prior authorization with AI agents and FHIR Da Vinci CRD, DTR and PAS, built for CMS-0057-F timelines and integrated with payer and EHR systems.
Revenue Cycle · AI AgentAI claims denial management
AI that predicts denials before submission, drafts appeals and flags coding gaps, built for you on your 835 and claims data, with audit-ready logs.
Payer Integrity · AI AgentMedical Billing Fraud Detection
Fraud detection software for health plans: anomaly and graph models score claims for fraud, waste and abuse, and investigators decide every flagged case.
Revenue Cycle · AI AgentEligibility and benefits verification automation
We automate eligibility and benefits checks with X12 270/271 transactions and payer APIs, so your staff see coverage gaps before the patient's 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.
AI in Healthcare / Medical CodingAI medical coding software development
Computer-assisted coding software with AI that suggests ICD-10 and CPT codes from clinical notes, shows the evidence and keeps certified coders in control.
AI in Healthcare / Payer AnalyticsPayer Analytics and AI Development
Payer analytics and AI for health plans: HCC gap detection, Star Ratings and HEDIS tracking, care gaps and churn signals, with human review built in.
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 software development
CDS built on CDS Hooks and SMART on FHIR, with transparent logic, clinician override and the FDA CDS criteria considered from the start.
Clinical Intelligence AgentMedical imaging AI development
Imaging AI from data pipeline to PACS integration: model validation, worklist triage and the FDA pathway questions to settle early.
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 AgentAI clinical trial matching
Match patients to trials by screening structured and unstructured records against eligibility criteria, with coordinator review built in.
Clinical Intelligence AgentChronic care manager agent
Chronic care manager agents built by Agnotic run monthly CCM check-ins, track care-plan adherence and escalate concerns to a nurse, with FHIR write-back.
AI Agents / Discharge PlanningAI Discharge Planning Software for Hospitals
AI discharge planning software that flags discharge barriers early, builds post-acute referral packets and maps 42 CFR 482.43 duties for case managers.
AI Agents / Treatment PersonalizationArtificial Intelligence Treatment Personalization
Artificial intelligence treatment personalization: response prediction, model-informed dosing and adaptive programs that clinicians review and decide.
AI Agents / Length of Stay PredictionAI Length of Stay Predictor for Hospitals
AI length of stay predictor for hospitals: remaining days with a range at admission and daily, compared with GMLOS, launched in the EHR on SMART on FHIR.
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
Patient communication automation from Agnotic: we build agents that send reminders, follow-ups and aftercare by SMS, voice and email, with opt-out honored.
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
Workflow automation from Agnotic: we build agents that move cases across your EHR, RCM and CRM systems, with human checkpoints and audit logs at each step.
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.
AI Agents / Contact Center Agent AssistGenAI Agent Assist for Healthcare Contact Centers
GenAI agent assist for payer and provider contact centers: live transcription, answers from approved documents, call summaries and virtual agent hand-off.
AI Agents / Medical Records ManagementArtificial Intelligence Records Management for Health Information Teams
Artificial intelligence records management for HIM teams: release of information drafts, disclosure logs and chart deficiency flags, with staff approval.
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
AI medical record summarization
Summarize long patient records with AI that cites its sources in the chart, built on FHIR data with access controls and audit trails.
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 and education AI
AI medical training and simulation: synthetic patients with no real PHI, rubric-based assessment, and hard non-clinical guardrails for education.
AI / LLM EvaluationLLM Evaluation Services for GenAI Quality and Trust
LLM evaluation services for GenAI quality and trust: eval sets from your real tasks, groundedness checks, red teaming and release gates on model changes.
AI / AI Firewall and LLM GuardrailsAI Firewall and LLM Guardrail Development
AI firewall and LLM guardrail development: a gateway that screens prompts for injection, redacts PHI, checks outputs and tool calls, and logs exchanges.
AI / Prompt ChainingPrompt Chaining AI Services for LLM Workflows
Prompt chaining AI services: LLM workflows split into fixed steps, with JSON Schema hand-offs, checks between steps, per-step tests, tracing and fallbacks.
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 / Computer Vision DevelopmentCustom Computer Vision Services and Solutions
Custom computer vision services and solutions for your own cameras: task choice, labeled site data, edge or cloud inference, ONNX export and privacy.
AI / Computer Vision Inventory CountingInventory Counting with Computer Vision
Inventory counting with computer vision: shelf and rack images from cameras, phones, robots or drones, matched to SKUs and sent to your WMS for approval.
AI / Document RedactionAI document redaction services for contracts, reports and scanned PDFs
AI document redaction services for contracts, reports and scanned PDFs: identifier detection, field extraction, human review and a full audit trail.
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 standards-based FHIR 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.
Yes. Agents are designed HIPAA-ready: PHI handling, encryption, role-based access, audit logging, and BAA-covered infrastructure where required. Human-in-the-loop review and explainable outputs are part of the architecture, not add-ons before go-live.
No. Agnotic agents draft, score, or route work for a human to confirm. Clinicians and RCM teams stay accountable for decisions that enter the chart or affect payment: the agent removes repetitive load, not clinical or billing judgment.
A focused agent on one workflow typically reaches a limited pilot in a few weeks once scope, guardrails, and EHR/FHIR access are clear. Timeline depends on the systems you integrate with and how much specialty tuning the model needs before production.
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
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