AI Agents That Accelerate Drug Discovery
Alice Labs builds production-ready AI agents for pharmaceutical companies: clinical trial optimization that reduces enrollment time by 30-50%, molecular modeling that screens thousands of candidates in hours instead of months, and lab automation agents that streamline GxP-compliant workflows. Deployed within your security perimeter, compliant with HIPAA, GDPR, and FDA 21 CFR Part 11.
Part of the team that delivers
An experienced team with broad AI and tech backgrounds from leading companies
Linus
Co-founder & AI Consultant
Alice
CEO & Co-founder
Jens
AI Consultant
Eric
Co-founder & AI Consultant
Lisa
Project Lead & Implementation
Results From Our Clients
Verified outcomes from completed AI implementations
AI Agent for Order Management
Ljusgårda (Supernormal Greens)
- 83% cost reduction
- 70-80% automation
- 6-week implementation
Document Automation: 60h → 3min
Public Sector
- 95% time reduction
- 60h → 3min/doc
- 1000+ hours/month saved
AI-Driven SEO Rewrite: +2,092% Clicks
Media Company
- 178 articles rewritten
- +330% daily increase
- 141 → 3,091 clicks
Top AI Use Cases in Pharma
Where AI agents deliver the highest ROI in pharmaceutical R&D
1. Molecular Modeling & Drug Candidate Screening
Traditional drug screening takes 4-6 years in preclinical phases. AI agents analyze molecular structures, predict binding affinities, simulate ADMET properties, and rank thousands of candidates — reducing preclinical timelines to 18-24 months.
Key Deliverables:
2. Clinical Trial Optimization
80% of clinical trials fail to meet enrollment deadlines. AI agents analyze patient databases, predict enrollment velocity, optimize site selection, and enable adaptive trial designs — cutting recruitment time by 30-50% and reducing protocol deviations by 40%.
Key Deliverables:
3. Pharmacovigilance & Safety Monitoring
Post-market safety monitoring traditionally relies on manual case processing with 6-12 month detection lag. AI agents analyze real-world evidence, FAERS reports, and social media signals in real-time — detecting safety signals in days, not months.
Key Deliverables:
Built for Regulated R&D
GxP-Compliant AI
GAMP 5 validated, FDA 21 CFR Part 11 compliant. Complete validation documentation and audit trails for every AI-assisted decision.
Private RAG Pipelines
AI agents access your proprietary research data — patents, trial protocols, safety databases — without any data leaving your environment.
Real-Time Monitoring
Continuous safety signal detection across clinical and post-market data. Sub-hour alert generation for critical adverse events.
Regulatory Documentation
Auto-generated submission packages, CSRs, and safety reports — formatted for FDA, EMA, and PMDA requirements.
Model Context Protocol
Secure integration with LIMS, ELN, CTMS, and legacy research systems without modifying existing infrastructure.
Explainable Predictions
Every molecular prediction and clinical recommendation includes feature importance, confidence intervals, and decision rationale.
What Our Clients Say
"We decided early on to embrace AI technology and needed a partner who could explore opportunities, propose solutions, lead change management, and build them. With Alice, we got everything in one place and have implemented multiple solutions that increased efficiency so significantly that an entire team could be reallocated."
Andreas Wilhelmsson
CEO & Co-founder
Supernormal Greens / Ljusgårda
"Alice Labs' AI training gave us all a real aha-moment, whether we were completely new to the field or experienced! The training contained a perfect balance between theory and practice. We have definitely become more efficient at work!"
Åsa Nordin
IT Manager
Trollhättan Energi
"The collaboration with Alice Labs has been easy, educational, and incredibly supportive. We engaged them to improve our processes and create more efficiency in the team, and the result truly exceeded expectations. Through their guidance, we've gained better structure, faster workflows, and more time for what actually creates results."
Frida
Partner Manager
Bruce Studios
"Fast, professional, and wonderful people. Find out for yourself <3"
Johannes Hansen
Founder
Johannes Hansen AB
Frequently Asked Questions
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