AI for Regulatory Affairs

Regulatory Affairs, rebuilt by AI.

End-to-end regulatory document automation for biotech & pharma — powered by AI, backed by deep human domain expertise. From months of manual work to expert-review-ready documents in hours, while you focus on strategy.

Running 7 pilot projects across Sweden, Germany & Australia
Real regulatory experience, encoded into every document.
Why Now

The AI-native future of Regulatory Affairs

AI is transforming industries and the era of manual writing ends now. AI4RA is on a mission to disrupt Regulatory Affairs and help early stage biotech companies bring innovation to patients faster.

SPEED

Accelerated submissions

Turn months of drafting into hours of expert review.

EFFICIENCY

Strategic work

AI does the drafting, experts do the regulatory thinking.

COST

Lower costs

Reduce documentation costs and internal resource burden.

How It Works

Agentic, end-to-end regulatory engine with human expertise in the loop at all times

AI does the drafting, experts do the regulatory thinking.

01

Ingest Evidence

Your documents, data & literature — securely uploaded.
02

Analyze & Compile

AI drafts with full citations and traceability.
03

Review & Export

Experts review, update and approve — submission ready, every time.
Platform

Accuracy first, experts in control

AI4RA combines domain-grounded automation with the controls needed for regulated regulatory work.

Accurate by Design

01
Deterministic & model-flexible

Structured, repeatable outputs grounded in source data. Secure multi-tenant architecture lets you switch to the best models as they emerge — without rebuilding the platform.

Human in the Loop

02
Experts remain in control

AI acts as a force multiplier. Regulatory professionals retain oversight, review every output and make the final decisions.

Security & Compliance

03
Enterprise-grade by default

Multi-tenant isolation, EU data residency and controls designed for regulated life-science environments.

Who

We automate the work around regulatory expertise — not the expertise itself.

Biotech startups & academic researchers

Navigate a complex regulatory landscape with confidence.

Small & medium pharma

Streamlined regulatory without the overhead of a large team.

Regulatory & life science consultancies

Extend your offering and handle more submissions.

Early Stage Drug Pathway

By your side along your early regulatory journey.

PHASEDiscovery
PHASEPreclinical
PHASEPhase 1
PHASEPhase 2
PHASEPhase 3
PHASEApproval
T–36 mo

Regulatory Strategy

The path to approval mapped from day one — target product profile, designation strategy and filing sequence.

T–30–24 mo

Orphan Drug & Scientific Advice

Rare-disease dossiers and agency briefing packages built on the evidence you already have.

Phase 1

Investigator’s Brochure & IMPD

Living clinical and quality documents that stay current as data emerges.

Phase 2

Clinical Trial Documentation

Protocols, amendments, investigator updates and agency correspondence prepared with precision.

Phase 3

Module 3 / CMC Dossier

Quality, manufacturing, control strategy and stability sections ready for review.

T–0

Marketing Authorization

The full submission package that carries you to approval across major regions.

Where we start today

Starting with early stages of the regulatory journey.

These are the first high-value documents pilots are running with AI4RA.

Briefing package

01

Agency meetings prepared with precision, not panic.

Orphan Drug Designation

02

Rare disease dossiers built on the evidence you already have.

Regulatory strategy

03

The path to approval, mapped from day one.

Investigator’s Brochure

04

One living document, always current.

More use cases coming — IND/CTA applications, Clinical Trial Protocols and Module 2 summaries.

Founder

Built by someone who has lived the process.

Dr. Anna Koptina, PhD — Co-Founder & CEO, AI4RA — thought leader in regulatory affairs and ATMPs

"AI4RA is the tool we needed but couldn't find."

Built by RA Professionals and Deep Domain Expertise

We didn't just study the workflow; we lived it. We don't just automate — we speak your language and respect your workflows. Anna's regulatory leadership spans early academic discovery through pivotal trial, with direct experience in glioblastoma, complex oncology and immuno-oncology, immunotherapy and neurodegenerative disease. Her work has taken her across seven countries — Sweden, Norway, the UK, the US, Switzerland, the Netherlands and Germany.

LinkedIn profile
10+
years in RA · 1,000+ documents
100+
EMA & FDA submissions
30+
projects across EU & US
15
ATMP startups supported
25+
designations — RMAT, Breakthrough, Fast Track, ODD
Ecosystem

Backed by Europe's #1 incubator

AI4RA is part of UnternehmerTUM and TUM Venture Labs Healthcare, recognized by the Financial Times as Europe's leading startup incubator three years in a row — as well as the Co-Ax accelerator by Sahlgrenska Science Park, one of Sweden's leading life science hubs.

UnternehmerTUM
TUM Venture Labs Healthcare
Co-Ax · Sahlgrenska Science Park

We're already running 7 pilot projects across Sweden, Germany and Australia.

Run your next authority meeting briefing package, regulatory strategy or Orphan Drug Designation with AI4RA — with significant early pilot benefits.