New Agentic Hospital v2.0 — 40 AI Specialists, 101+ Clinical Tools, Real-Time Guidelines Explore Agents →
40 AI Agents — Live

The Future of
AI-Powered Medicine
is Already Here

Agentic Hospital is a fully autonomous AI healthcare system — a root coordinator intelligently triages patients and routes them to 40 specialist AI agents, including triage, pharmacy, and discharge planning agents, each equipped with domain-specific clinical tools.

0 Specialist Agents
0 Clinical Tools
0 Patient Profiles
24/7 Always Available
Capabilities
🤖 Multi-Agent Orchestration ✨ Multimodal AI Reasoning 🌐 Live Guideline Access 🔒 Safety Validation
Triage Result
Acuity Level 2 — Urgent
Routing to Cardiology…
hospital_coordinator — adk session
Patient: "Chest pain, left arm numbness, sweating"
Running triage_assessment()…
ACUITY 2 → cardiology_agent
Cardiology Agent active…
Tools: assess_cardiac_risk() • get_lab_results()
HEART score: 6 — High Risk
Differential: STEMI, NSTEMI, unstable angina
✓ Emergency care advised
ALL 40 AGENTS ONLINE
Live Guideline Search
ACC/AHA 2024 Guidelines loaded
Real-time retrieval · Clinical AI
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AI Agents
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Clinical Tools
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ESI Triage Levels
24/7
Continuous Operation

Specialized Agents for Hospital Operations

Beyond clinical departments — intelligent agents for triage, pharmacy, discharge, and bed management

🏥
Triage Nurse Agent
ESI v4 Triage System
Performs Emergency Severity Index (ESI) v4 triage scoring — the gold standard for emergency department prioritization. Calculates acuity levels 1-5, assigns waiting priority, and manages the patient queue.
calculate_esi_score() record_nurse_triage() assign_waiting_priority()
💊
Pharmacy Agent
Medication Safety
Clinical pharmacist agent for medication verification, dispensing, and reconciliation. Validates against formulary, checks allergies, screens for drug interactions, and generates TTA prescriptions.
verify_medication_order() dispense_medication() medication_reconciliation()
📋
Discharge Planning
Care Continuation
Manages the complete discharge workflow — assesses readiness, generates discharge summaries, sends GP letters, and arranges community services (PT, OT, district nursing).
check_discharge_criteria() generate_discharge_summary() send_gp_letter()

Seven steps from symptom to care plan

Every interaction follows an evidence-based 7-step clinical process — from intake to follow-up — mirroring real hospital protocols.

STEP 01
📋
Symptom Intake
Patient describes symptoms in natural language. The coordinator extracts chief complaint, duration, severity, and associated symptoms using structured NLP.
STEP 02
AI Triage
5-level ESI acuity scoring detects red flags, life threats, and urgency. Immediate 911 education is triggered for emergencies — no delays.
STEP 03
🔀
Smart Routing
The coordinator agent selects the optimal specialist agent from 40 agents (35 departments + triage + pharmacy + discharge), performs context-preserving handoff.
STEP 04
🔬
Clinical Assessment
Specialist agent retrieves patient records, runs specialty tools (ECG analysis, GFR calculation, etc.), and builds differential diagnoses.
STEP 05
🌐
Guideline Search
browser-use agent queries latest ACC/AHA, NICE, WHO guidelines in real time — ensuring recommendations are always current.
STEP 06
📄
SOAP Note Generation
Structured clinical summary: Subjective, Objective, Assessment, Plan — including differentials, workup, and red flags.
STEP 07
📅
Care Coordination
Drug interaction checks, dose calculations, appointment scheduling, and specialist referrals — all automated.
CONTINUOUS
🧠
Adaptive Learning
Each agent refines reasoning through clinical feedback loops, guideline updates, and cross-department consultation.

Every major medical specialty,
AI-powered and ready

Each department agent has its own persona, specialty tools, evidence-based protocols, and clinical reasoning framework.

Built on cutting-edge AI infrastructure

Purpose-built with the most advanced AI frameworks available — engineered for reliability, speed, and clinical accuracy.

🤖
Google ADK
Google's Agent Development Kit provides the multi-agent orchestration framework — enabling hierarchical agent trees, context-preserving handoffs, and tool execution.
google-adkmulti-agent
Frontier Multimodal AI
All 40 specialist agents run on state-of-the-art multimodal models — delivering million-token context windows, vision capabilities, and lightning-fast inference for real-time clinical use.
multimodalvision AI
🌐
Live Web Access
AI-powered browser automation enables real-time retrieval of the latest clinical guidelines, drug approvals, and peer-reviewed research publications at every interaction.
real-time searchlive guidelines
🔗
LiteLLM + OpenRouter
Universal LLM gateway enabling seamless model switching between Gemini, GPT-4o, Claude, and local Ollama models.
litellmopenrouter
🐍
Python Tool Ecosystem
101+ synchronous clinical tool functions covering vitals recording, lab retrieval, SOAP note generation, medication dosing, and more.
python-dotenvlangchain
🗄️
Clinical Data Layer
10 detailed mock patient profiles (P001–P010) with complete labs, medications, allergies, and histories.
in-memory DBmock EHR

Clinical-grade AI, built for scale

Every system component is designed around real medical workflows, safety-first principles, and production-grade reliability.

See what doctors see — from ECGs to CT scans

The vision-capable image analysis tool processes 13 medical image types with type-specific clinical prompts, delivering structured findings like an experienced radiologist.

ABCDE criteria for skin lesion evaluation with melanoma risk scoring
ECG interpretation — rhythm, axis, interval, ST changes, ischemia patterns
Radiological reading — X-ray, CT, MRI, PET/CT, bone scan, ultrasound
Pathology slides — IHC markers, histopathology patterns, biopsy interpretation
🫀
ECG Analysis
ST elevation leads II, III, aVF — Inferior STEMI. HEART score: 8. Recommend cath lab activation.
🔬
Pathology
Adenocarcinoma pattern, moderately differentiated. TTF-1 positive. EGFR mutation testing recommended.
🧠
Brain MRI
Diffusion restriction right MCA territory. Acute ischemic stroke. mRS baseline assessment initiated.
🩻
Chest X-Ray
Right lower lobe consolidation. Air bronchograms present. CAP Severity: PSI Class III.
# Drug Interaction Check
medications = ["Warfarin", "Aspirin", "Clopidogrel"]
# Result
⚠ MAJOR INTERACTION DETECTED
Warfarin + Clopidogrel: Bleeding Risk ↑↑↑
Aspirin + Warfarin: Triple antithrombotic risk
→ Hematology consult recommended
→ INR monitoring every 3 days

Clinical decision support that protects patients

Every agent enforces multi-layer safety checks — drug interactions, renal dosing, emergency escalation — with transparent, explainable reasoning at every step.

Drug interaction checking across all patient medications with severity grading
Renal & hepatic dose adjustment with weight-based pediatric dosing
Validated scoring systems — HEART, Wells, SOFA, NIHSS, PHQ-9, GCS and more
Cognitive bias detection — anchoring, premature closure, framing effect checks

Grounded in peer-reviewed science

Agentic Hospital is built on a synthesis of the latest academic research in agentic AI and healthcare AI systems.

Memorial Sloan Kettering · 2025
Next-Generation Agentic AI for Transforming Healthcare
Karunanayake et al. Comprehensive framework for deploying agentic AI in clinical settings with safety guardrails and human-in-the-loop design.
Tsinghua University · 2025
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Li et al. Multi-agent hospital simulation demonstrating how AI doctors and nurses can collaborate for improved diagnostic accuracy.
IEEE Access · 2026
Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy
Vatsal et al. Taxonomic framework covering perception, reasoning, planning, memory, tool use, communication, and safety.
Clinical Decision Support Disclaimer. BioNeural AI is designed to support clinical workflows and healthcare professionals. It does not replace professional medical judgment. All clinical decisions remain the responsibility of qualified healthcare professionals. In emergencies, always contact emergency services immediately.

Deploy an AI hospital
for your patients today

From triage to discharge — give every patient a guided, structured AI experience backed by 40 specialist agents and real-time clinical guidelines.

Request a Demo
We'll set up a personalised walkthrough of the Agentic Hospital system.

Or email us directly at bhanuprakash.13004110@gmail.com — we reply within 24 hours.