Bed management
Recommend placements that match acuity and isolation while relieving ED boarding.
Operations · Capacity
Hospital Resource Management AI
An agent that turns live capacity signals into concrete recommendations for beds, staffing, and OR scheduling — surfacing the next best move to bed managers, nurse leaders, and OR coordinators for approval instead of running blind.
Recommend, don't auto-actHIPAA-ReadyAudit LoggedHL7 v2
Trusted by global innovators
Capacity decisions made on stale data
Bed managers, charge nurses, and OR coordinators make high-stakes calls all day — which patient goes where, whether staffing matches acuity, how to sequence the OR — often from whiteboards, phone calls, and a census that's already out of date. Bottlenecks in the ED, mismatched staffing, and idle OR blocks are the visible cost of decisions made without a live, connected picture.
Architecture
Reference architecture for how this agent connects to your EHR and data systems.
Key Capabilities
Concrete capacity recommendations — beds, staffing, and OR — grounded in live operational data.
Live capacity picture
Ingests HL7 ADT feeds, bed-management status, staffing rosters, and the OR board into one continuously updated operational view.
Demand forecasting
Projects near-term admissions, discharges, and unit-level census so managers can see building pressure before it becomes a bottleneck.
Bed-assignment recommendations
Suggests placements that match acuity, isolation, and unit constraints, ranking options and flagging conflicts for the bed manager to approve.
Staffing optimization
Compares forecast demand and acuity against the roster and recommends shifts, float moves, or flex staff to close gaps.
Who runs it
Where the resource agent runs
Capacity command centers
Feed forecasts and next-best-move suggestions into the command-center view.
Nurse staffing
Align shift staffing to forecast demand and acuity across units.
OR scheduling
Surface block-utilization gaps and sequencing improvements for coordinators.
What resource optimization changes
Directional impact, validated per deployment rather than guaranteed.
Real-time
Beds, staffing, and OR in one live view
Forecast
Pressure seen before it becomes a bottleneck
Advisory
Every move approved by a manager
Compliance-First Healthcare App Development Services Backed by Global Standards
15-Minute Scoping Call01
HIPAA
Health Insurance Portability and Accountability Act
Protect PHI with privacy-first architecture, encrypted storage and transmission, strict access controls, and traceable audit logs.
02
GDPR
General Data Protection Regulation
Implement lawful consent flows, data minimization, retention controls, and secure processing for sensitive health data.
03
FHIR
Fast Healthcare Interoperability Resources
Enable standardized health data exchange across apps, care teams, and systems through robust FHIR-ready APIs.
04
HL7
Health Level Seven International
Support enterprise-grade interoperability with HL7-based integrations for records, events, and clinical messaging workflows.
05
HITRUST
Health Information Trust Alliance
Align security programs to healthcare-specific control and risk management practices trusted by providers and ecosystem partners.
06
HITECH
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.
07
SaMD
FDA Software as a Medical Device
Plan software quality, traceability, and documentation pathways for products that may require SaMD review and submission.
08
MDR (EU)
Medical Device Regulation (European Union)
Prepare EU market-ready processes for risk classification, evidence tracking, and lifecycle governance under MDR expectations.
09
SAMHSA
Substance Abuse and Mental Health Services Administration
Apply confidentiality controls and consent-aware sharing models for behavioral and mental health data experiences.
Standards
What it is built against
HIPAASOC 2HL7FHIRHITRUST
How It Works
From live signals to approved moves
Four stages: capture operational feeds, forecast and optimize under an advisory guardrail, present ranked recommendations, and write approved decisions back.
1.
Capture operational feeds
HL7 ADT events, bed status, staffing rosters, and the OR schedule stream in to form a real-time picture of capacity and demand.
ADT + roster capture
2.
Forecast + optimize
Demand forecasting and optimization models weigh constraints — acuity, isolation, block time — to generate feasible options, never a single opaque answer.
Model + guardrails
3.
Recommend to managers
Ranked recommendations with rationale go to the bed manager, nurse leader, or OR coordinator, who approves, adjusts, or overrides.
Human decision
4.
Write back the decision
Approved moves post to the bed-management, staffing, and OR systems over HL7 v2 and APIs, and the decision and its rationale are logged.
System write-back
Related proof
Read Case StudyLera Health: compliant women's health platform
Related delivery proof from our compliant, AI-assisted healthcare work — not this exact agent.
Compliance & Guardrails
15-Minute Scoping CallGuardrails on every recommendation
In healthcare, the guardrails matter as much as the capability.
PHI handling
Operational and patient data run under a BAA on HIPAA-ready infrastructure, encrypted throughout, with access scoped to capacity-management roles.
Human-in-the-loop
The agent is advisory by design — bed managers, nurse leaders, and OR coordinators approve every move; nothing changes a schedule automatically.
Explainability
Each recommendation shows the constraints, forecast, and trade-offs behind it, so a manager can see why an option was ranked first.
Audit logging
Every recommendation, the manager's decision, and the resulting write-back are logged for operational review and accountability.
Frequently Asked Questions
Yes. Operational and patient data run under a BAA on HIPAA-ready infrastructure, encrypted in transit and at rest, with access scoped to capacity-management roles. Every recommendation, decision, and write-back is logged for review.
Give your capacity decisions a live picture
Tell us your workflow and systems, and we'll return an architecture review and a phased rollout plan.
contact@agnotic.com
Partnerships
contact@agnotic.com