AI Agents That Augment Diagnostic Precision
Alice Labs builds AI agents that augment — never replace — diagnostic radiologists and pathologists. Our computer vision models pre-read imaging studies in seconds, flag critical findings, quantify measurements, and prioritize worklists — reducing diagnostic turnaround by 40-60% while maintaining full clinician oversight. Compliant with HIPAA, GDPR, and MDR.
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 Diagnostics
Where AI agents deliver the highest impact in diagnostic medicine
1. Radiology AI & Worklist Prioritization
Radiologists face growing study volumes — 15-25% annual increases — with no proportional staffing growth. AI agents pre-read CT, MRI, and X-ray studies in seconds, flag critical findings (stroke, PE, fractures), and reprioritize worklists so urgent cases are read first. Turnaround time for critical findings drops from hours to minutes.
Key Deliverables:
2. Digital Pathology & Biomarker Quantification
Manual pathology review is subjective, time-consuming, and prone to inter-observer variability. AI agents analyze whole-slide images at cellular resolution — counting mitotic figures, quantifying biomarkers (Ki-67, PD-L1, HER2), detecting tumor margins, and grading specimens with consistent, reproducible accuracy.
Key Deliverables:
3. Oncology Imaging & Treatment Response
Tracking tumor response across multiple imaging timepoints requires precise measurements and longitudinal comparison. AI agents automate RECIST measurements, quantify volumetric changes, correlate imaging with genomic data, and flag progression earlier — enabling faster treatment adjustments.
Key Deliverables:
Built for Diagnostic Precision
HIPAA & MDR Compliant
End-to-end encryption, PHI protection, and regulatory documentation for CE marking and FDA pathways.
Multi-Modal AI Models
Specialized computer vision architectures for CT, MRI, X-ray, mammography, ultrasound, and whole-slide imaging.
Sub-Second Inference
Real-time AI pre-reads delivered to the reading worklist before the radiologist opens the study.
PACS Integration
Native DICOM connectivity with Sectra, Agfa, Philips, and GE PACS platforms. No workflow disruption.
Explainable Results
Heatmaps, attention overlays, and confidence scores for every AI finding — clinicians see why the AI flagged an area.
Continuous Learning
Models improve with your institution's data through federated learning — without patient data ever leaving your environment.
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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