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AI Market Intelligence - 2026 Report

Secure AI
Market Landscape

How the secure AI landscape breaks down - pharma, biotech, chemistry & IP-intensive sectors. Where IngenLab sits, and why the gap in secure custom model training is wide open.

Explore the data
$47B

TAM - Regulated Industry AI
2026 estimate

31%

CAGR of the
private AI segment

78%

EU pharma firms cite data
privacy as top AI barrier

50+

Domain models available
on IngenLab today

Enterprise AI Market Share

Regulated & IP-intensive industries · 2026 estimate

$47B TAM 2026

Privacy & Compliance Score

Composite: data privacy · on-prem · EU AI Act · domain depth

* Scores derived from public feature documentation and analyst benchmarks.

Feature Coverage by Vendor

Key capability dimensions - 0 = not available - 1 = partial - 2 = full support

Capability Radar

IngenLab vs. ChatGPT Enterprise vs. Benchling

Private AI Segment Growth

Revenue index projection 2022-2027 - 100 = 2022 baseline

The structural gap

Why no one else fills this

No competitor combines all five pillars that regulated EU labs actually need.

Private AI Training

One-click fine-tuning on proprietary data inside your secure enclave - no data ever hits a third-party GPU.

Only 2 of 6 vendors offer this - neither fully

Collaborative Cowork UI

Team cowork sessions with full visibility, task management, and progress dashboards - all private.

ChatGPT Enterprise has UI but zero privacy

Owned Knowledge / RAG

Private RAG over your own SOPs, ELNs, patents, and batch records - queryable in seconds, zero egress.

Others offer partial RAG with vendor data access

R&D → Manufacturing Ops

End-to-end from drug discovery to GMP scale-up, batch record intelligence, and digital twin builder in one platform.

No competitor spans the full R&D-to-Ops chain

On-Prem · VPS · Own VPN

Full infrastructure freedom - deploy on your hardware, a dedicated VPS, or behind your own VPN. No vendor lock-in.

SaaS-only vendors block this entirely

GDPR + EU AI Act Native

Compliance by design - not a checkbox. Audit trails, data residency, and AI Act high-risk classification handled automatically.

US-based platforms can't offer this natively

See where IngenLab
fits your stack

Book a 30-minute private demo and we'll map IngenLab against your current tools and compliance requirements.

See feature comparison →

Air-gapped · On-prem · Behind your VPN · End-to-end encrypted