Academic Medical Centers
Diagnostic pathology, research, and education, with AI in the workflow.
The pathology platform
One platform for all your pathology media.
TileRiver connects acquisition, lab operations, clinical viewing, collaboration, AI, archive, and enterprise integration in one place. Bring in media from any instrument: whole-slide scanners, microscope cameras, gross cameras, specimen X-ray systems, electron microscopes, and more. Keep the instruments and systems you already use, and scale from a single lab to an entire institution.
Works with your instruments
Nothing to replace. Connect the equipment you already have, from any vendor.
End to end
From acquisition and lab operations through review, AI, collaboration, and archive.
AI in the workflow
Run models in the viewer, with adjustable settings and results right on the image.
Deploy your way
Accelerated implementation across cloud, on-premises, and hybrid environments.
Pathologists
A viewer designed around how pathologists actually work.
Move naturally through tissue and compare slides with automatic alignment and synchronized navigation. Review gross photos, specimen radiography, and other imaging as side-by-side views or overlays. Guided review mode covers 100% of detected tissue, and AI runs right from the viewer with results shown on the image.
Finding landmarksAligningAligned · locked
Automatic alignment
Serial sections align and stay synchronized as you move.
Guided review mode
Play or step through detected tissue, and pick up where you left off.
Shared annotations and comments
Comment on the whole case or add an annotation to the exact region of interest. Colleagues see it and reply when they open the case.
Lab operations
Run the digital lab for throughput.
Keep the work flowing.
See every instrument, queue, and site in one operational view, with assignments and quality issues flagged as they happen. TileRiver helps teams balance work and catch problems early.
Every instrument, mapped
Map any instrument to a site and a user, from a bank of scanners to a pathologist’s microscope camera. Every digital asset is traced to its source, so you always know where it came from.
Handled like a specimen
A digital asset is a clinical asset. Like a tube of blood, it is matched to its patient and specimen on arrival, and tracked at every step.
Media in progressenrich · normalize · QC · publish
Scanner A
Scanner B
Microscope camera, Dr. Rao
Gross camera 2, autopsy suite
2 enriching1 normalizing1 QC flag3 sites synced
QC · blur · 2 regions
NEEDS ATTENTION
Scanner B · S20-00411 E 7-1
Blur detected on arrival in 2 regions.
Blur detected on arrival in 2 regions.
Request rescanAccept
Organizations
Built for your environment.
Hospitals & Health Systems
One pathology environment across every hospital and site.
Pathology Practices & Laboratories
Distributed image capture and reading on one platform, from the gross bench to the pathologist’s desk.
Biopharma & Research
Large image collections and multi-site collaboration, with your own models running at scale.
AI
Bring your models into the pathology workflow.
Use models you’ve built or AI from other vendors, open-source or commercial. Define what a model needs and returns, then make it available in the viewer. Pathologists run models and adjust parameters, while administrators set the defaults and permitted ranges.
Models
AI Runner · orchestrator
Execution
Your own models
OCI container · tileriver.yaml
Open-source tools
QC · segmentation · detection
Commercial AI applications
regulatory status per product
Run queue
dispatching to available workers
tumor-seg · 24-01187→ local GPU 2 · running
qc-blur · import batch 12→ cluster · running
ki67-score · 3 slides→ cloud burst · queued
tissue-detect · importauto · every new slide
prioritiesretriesCPU or GPUcost and status trackingadmin defaults and permitted ranges
Local GPU workers
on institution infrastructure
Institution cluster
CPU · parallel jobs
Cloud workers
elastic · burst capacity
Models
Your own models
OCI container · tileriver.yaml
Open-source tools
QC · segmentation · detection
Commercial AI applications
regulatory status per product
AI Runner · orchestrator
Run queue
dispatching to available workers
tumor-seg · 24-01187→ local GPU 2 · running
qc-blur · import batch 12→ cluster · running
ki67-score · 3 slides→ cloud burst · queued
tissue-detect · importauto · every new slide
prioritiesretriesCPU or GPUcost and status trackingadmin defaults and permitted ranges
Execution
Local GPU workers
on institution infrastructure
Institution cluster
CPU · parallel jobs
Cloud workers
elastic · burst capacity
Leadership
Make your digital pathology program deliver for the institution.
Build a program that pathologists adopt and the lab can run efficiently, at a cost the institution can scale. TileRiver works with the instruments, systems, and teams you already have.
Adoption
A viewer that handles like a microscope, with simple workflows and structured training.
Operations
Clear visibility into work in progress and quality issues caught early.
Scale
Add instruments, sites, and teams as you grow, from one lab to the whole institution.
IT
Simple to implement. Ready for enterprise operations.
TileRiver is built for high availability, with monitoring, backups, and updates handled for you. It connects with the identity, clinical, storage, and network systems you already operate. TileRiver manages the application lifecycle, and IT controls policies, infrastructure, access, and data.
One platform, two ways to use it
Dedicated deployment
TileRiver Enterprise
Your own TileRiver environment for academic medical centers, health systems, independent labs, and biopharma, managed by TileRiver.
Shared online service · de-identified images
TileRiver Studio
For pathologists, educators, consortia, and researchers. Teach and collaborate across institutions with de-identified pathology media. Run your own models or connect open-source and commercial AI tools. Free to start.