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.
TAM - Regulated Industry AI
2026 estimate
CAGR of the
private AI segment
EU pharma firms cite data
privacy as top AI barrier
Domain models available
on IngenLab today
Enterprise AI Market Share
Regulated & IP-intensive industries · 2026 estimate
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.
Collaborative Cowork UI
Team cowork sessions with full visibility, task management, and progress dashboards - all private.
Owned Knowledge / RAG
Private RAG over your own SOPs, ELNs, patents, and batch records - queryable in seconds, zero egress.
R&D → Manufacturing Ops
End-to-end from drug discovery to GMP scale-up, batch record intelligence, and digital twin builder in one platform.
On-Prem · VPS · Own VPN
Full infrastructure freedom - deploy on your hardware, a dedicated VPS, or behind your own VPN. No vendor lock-in.
GDPR + EU AI Act Native
Compliance by design - not a checkbox. Audit trails, data residency, and AI Act high-risk classification handled automatically.
See where IngenLab
fits your stack
Book a 30-minute private demo and we'll map IngenLab against your current tools and compliance requirements.
Air-gapped · On-prem · Behind your VPN · End-to-end encrypted