yasin1nv

@NextViseAI | Healthcare | Pharma | Defense | AI & Governance Infrastructure |

[yasin1nv @yasin1nv]

Every AI governance tool we found was a PDF. Not architecture. AI carries no liability. Institutions do. So we built the infrastructure that creates proof at runtime before the output reaches your system of record.
That's what runtime governance enforcement is.

[yasin1nv @yasin1nv]

Most AI governance stops before deployment. Model cards, bias testing, safety evals. Layer 3 — output-level enforcement — is where EU AI Act, GxP Annex 11, and HIPAA actually live. Almost no infrastructure exists there yet.
#AIGovernance #EUAIAct #RuntimeGovernance

[yasin1nv @yasin1nv]

HIPAA was written for humans. Clinician writes a note — author identified, access logged, integrity verifiable. AI generates that note — no author, no signed record, no integrity proof.
The gap was always there. AI made it visible.
#HIPAA #HealthcareAI #AIGovernance

[yasin1nv @yasin1nv]

@boardyai @andrewdsouza currently building something I am excited about. would love in on Boardy Pro.

[yasin1nv @yasin1nv]

An AIMS (AI Management System) has four components: model governance, output validation, human oversight, audit trail. ISO 42001 defines what each must prove. Enterprise procurement is already requiring it. An AIMS isn't filed. It's run.

#AIMS #ISO42001 #AIGovernance #EUAIAct

[yasin1nv @yasin1nv]

GxP Annex 11 regulated your LIMS and ERP for years.
AI is now a computerised system in your pharma environment.
Same standard. Same obligations.
Most teams haven't connected those dots yet.

#GxPAnnex11 #PharmaAI #AIGovernance

[yasin1nv @yasin1nv]

EU AI Act, August 2026.
Three things you must prove for high-risk AI:
1. Human oversight — documented.
2. Full audit trail on every output.
3. Validated controls before outputs reach downstream systems. The urgency isn't the fine. It's market access.
#EUAIAct #AIGovernance

[yasin1nv @yasin1nv]

Between AI output and system of record, there's a gap in almost every regulated organisation.

No validation. No signature. No audit trail.

The AI model carries no liability.
The institution does.

And the gap never created the proof.

[yasin1nv @yasin1nv]

ISO 42001 is now a requirement to close enterprise AI contracts in healthcare, pharma, and government.

Not nice to have. Required.

Most AI vendors don't know this yet.

[yasin1nv @yasin1nv]

During COVID, everyone manufactured FFP2 masks.
Then the masks got regulated.

AI is the gold rush of our generation.
EU AI Act, ISO 42001, GxP Annex 11.

The ones with certification stay.
The ones without get cut.

2026 is coming.

[yasin1nv @yasin1nv]

@PavanKumarNY C

[yasin1nv @yasin1nv]

@benln 20/7 here

[yasin1nv @yasin1nv]

@zebird0 Healthcare

[yasin1nv @yasin1nv]

@skygodkingdom Still under review

[yasin1nv @yasin1nv]

@pmitu First LOI in KSA - Telehealth/Telepharmacy

[yasin1nv @yasin1nv]

@rodinrooh @speedrun Same here keep your head up