Equipment we work with
We integrate with research and clinical instrumentation across major modalities. If your platform is not listed, talk to us — most integrations follow a similar shape.
Imaging
Confocal microscopy
Multi-channel acquisition, autofocus, smart tile-stitching and live segmentation.
Imaging
CT & MRI scanners
Reconstruction enhancement, triage models and structured reporting integration.
Imaging
Digital pathology slide scanners
Whole-slide AI for tumor detection, quantification and tissue QC.
Spectroscopy
Mass spectrometers
Peak picking, calibration drift detection, untargeted compound annotation.
Spectroscopy
Raman & FTIR spectroscopy
Real-time material classification, baseline correction and outlier rejection.
Lab automation
Electrophysiology rigs
Spike sorting, artifact rejection and closed-loop stimulation.
Lab automation
Liquid handling robots
Protocol synthesis from natural language, error-aware re-planning.
Clinical devices
Point-of-care ultrasound
On-device inference for triage in low-resource clinical settings.
Scientific IT & Computing Infrastructure
Scientific IT & Computing Infrastructure
Servers, storage, networking and compute systems integrated alongside laboratory instruments — sized for scientific workloads and operated under the same reliability standards.
Scientific IT & Computing Infrastructure
Rack & GPU servers
Compute nodes, virtualization hosts and GPU servers for laboratory workloads, simulation and AI.
Scientific IT & Computing Infrastructure
Storage systems
NAS, SAN and high-capacity storage for instrument data, imaging archives and active research datasets.
Scientific IT & Computing Infrastructure
Network equipment
Switches, routers and structured cabling for stable, segmented laboratory networks.
Scientific IT & Computing Infrastructure
Firewalls & secure connectivity
Perimeter security, segmented VLANs, VPN and secure remote support for scientific environments.
Scientific IT & Computing Infrastructure
Backup & archive systems
Backup appliances, tiered archives and disaster recovery solutions for long-lived scientific data.
Scientific IT & Computing Infrastructure
Virtualization infrastructure
Hypervisors, container platforms and private cloud environments for laboratory software services.
Scientific IT & Computing Infrastructure
AI / HPC infrastructure
GPU clusters and compute fabrics for imaging, sequencing, analytics and machine learning workloads.