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Evidence record 17073 · automatically gathered

From Siloed Algorithms to Compliance-First Agentic Platforms: A Multi-Layered Architecture for Hospital AI Systems

Hospitals are rapidly adopting artificial intelligence for triage, imaging, scheduling etc., yet most deployments remain isolated point solutions locked inside departmental silos, resulting in duplicated effort, hidden risks, and unrealized enterprise value. Despite explosive growth of AI in healthcare market and accelerating investment, an estimated 70-80% of healthcare AI pilots fail to scale, largely due to governance gaps, fragmented data, and missing integration blueprints. This research pr

Record details

Published: 6 August 2026
Source: arXiv
Category: Research
Topics: Regulation · Healthcare · Agents & autonomy · Finance, VC & PE
Retrieved: 7 August 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Regulation · Shared topic: Healthcare

Benchmarking the Benchmarks: Evaluating Benchmarks for Conversational Agents

arXiv cs.AI · 6 August 2026

Shared topic: Regulation · Shared topic: Healthcare

The Optimizer Is the Agent: Reasoning-Driven Search across Prompts, Programs, and ML Workflows

HuggingFace Daily Papers · 6 August 2026

Shared topic: Regulation · Shared topic: Healthcare

Optimal Liability Design for Medical AI

arXiv cs.CY · 5 August 2026

Shared topic: Regulation · Shared topic: Healthcare

SocialFiVis: A Visual Analytics Sandbox for LLM-Grounded Multi-Agent Simulation in Social Finance

arXiv cs.HC · 9 August 2026

Shared topic: Healthcare · Shared topic: Agents & autonomy

Human-Centered Reflections on Care Robots: A Comparative Study of Caregiver Perspectives

arXiv · 3 August 2026

Shared topic: Regulation · Shared topic: Agents & autonomy

Governing Agentic AI in FinTech

arXiv · 11 August 2026

How to cite this record

ethics.ai (6 August 2026), “From Siloed Algorithms to Compliance-First Agentic Platforms: A Multi-Layered Architecture for Hospital AI Systems,” evidence record 17073, https://ethics.ai/record/17073 (originally published by arXiv).

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