Subgroups – 6.2 | Platform & Infrastructure Providers – AIiHC ORG

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6.2 | Platform & Infrastructure Providers

Public Industry Exchange

Public Industry Exchange

Active 3 months ago

Purpose:
To bring together companies that provide the technical backbone for AI in healthcare — from... View more

Public Industry Exchange

Organizer:

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Group Description

Purpose:
To bring together companies that provide the technical backbone for AI in healthcare — from marketplaces hosting multiple apps, to MLOps platforms, to interoperability providers.
This group enables discussion on scaling AI adoption, secure infrastructure, and seamless integration into hospital IT systems.

Description:
This group includes AI platform vendors (e.g., Blackford, Philips AI Manager, GE Edison, Siemens teamplay, deepc, Incepto), as well as infrastructure partners like cloud providers, data pipeline enablers, and standards bodies.They do not focus on building one app, but on enabling hospitals to run multiple AI solutions efficiently and safely.

Intended Use:
Share lessons on multi-vendor orchestration (managing 5+ AI apps in one hospital).Discuss integration with PACS/EHR/HIS and interoperability standards.Explore deployment strategies (cloud vs on-prem vs hybrid).Provide insights into performance monitoring (uptime, drift detection, retraining).

Limitations:
Strict no commercial promotions or “platform demos.”No sales comparisons (“why our platform is better than X”).Proprietary code and pricing cannot be shared.Discussions must remain solution-focused, not competitive marketing.

Key Activities:
Posting implementation case studies (without product branding).Sharing best practices for hospital orchestration.Co-developing standards discussions with IT professionals.Hosting multi-vendor Q&A with clinicians and administrators.

Potential Users:
AI platform vendors (Blackford, deepc, Incepto, GE Edison, Philips, Siemens teamplay).Cloud infrastructure providers (AWS, Azure, GCP — healthcare-specific divisions).Hospital IT & integration specialists.Regulatory experts exploring how platforms fit into MDR/EU AI Act.Researchers working on federated learning and interoperability.

Possible Discussions:
“How can hospitals evaluate orchestration platforms fairly?”.“What’s the biggest challenge in integrating multiple AI apps into PACS/EHR workflows?”.“How should AI marketplaces report app performance post-deployment?”.“Cloud vs on-prem: what’s the safer bet under EU AI Act?”.“What’s the role of IHE AIR and FHIR standards in multi-vendor environments?”

Other Important Notes:
This group is very strategic — many hospitals are confused by the number of platforms emerging.A well-structured forum here can make AIiHC a neutral comparison space (without naming/shaming vendors).It will naturally attract vendors and hospitals looking for integration insights.Strong crossover with IT & Infrastructure Professionals in Pillar 1.4 and Standards & Best Practices in Pillar 3.5.

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