We build reliable real-time AI systems that analyze medical video and imaging data, detect issues instantly, and integrate directly into DICOM, PACS, and telemedicine workflows. With 20+ years of experience in low-latency streaming and AI, we deliver solutions that help clinicians work faster and more accurately while staying fully HIPAA compliant.
We develop tailored AI-powered medical imaging software that processes live surgical video, ultrasound feeds, endoscopy streams, and static scans to surface actionable findings without disrupting your existing systems. Our focus stays on real-world healthcare environments: secure data handling, sub-second latency where needed, and seamless connections to hospital infrastructure.
Hospitals and healthtech teams choose us because off-the-shelf tools rarely fit unique protocols, edge-case data, or real-time requirements. We handle the full build so your clinicians get practical value and your systems stay compliant and scalable.
We create systems that analyze live surgical and imaging video to flag anomalies, track motion, and deliver insights within seconds – all while maintaining low latency for operating rooms and remote consultations.
Our models examine CT, MRI, ultrasound, endoscopy, and intraoperative video to highlight abnormalities, reduce missed findings, and generate structured reports that fit directly into clinical workflows.
We connect AI outputs to your existing DICOM, PACS, HL7/FHIR, and hospital systems so data flows securely without manual steps, auto-prioritizing cases and routing results to the right teams.
We follow a clear, transparent process designed for healthcare projects. Every step includes regular reviews so you stay in control and see progress toward a solution that actually works in your environment.
We review your workflows, data samples, compliance needs, and goals. You receive a detailed scope, timeline, and cost outline.
We audit your imaging data, identify annotation needs, and design custom models optimized for your specific modalities and use cases.
Our team builds the AI pipeline, adds low-latency video streaming via WebRTC/LiveKit, and connects everything to DICOM/PACS and your clinical systems.
We run rigorous accuracy, latency, security, and HIPAA audits using real-world scenarios and your validation datasets.
We deploy to your infrastructure (cloud or on-prem) so the system goes live smoothly and fits your existing setup from day one.
Post-launch monitoring and fine-tuning keep performance high as your data and needs evolve.
Our Agentic Engineering process delivers reliable Medical Imaging systems 4-10× faster – without sacrificing quality. See how it works for your project →
Our systems are built for security, scalability, and real-time performance from the ground up. We combine proven streaming technology with AI processing layers that handle high-volume medical video without compromising compliance or speed.
Start with a focused MVP (e.g. real-time anomaly detection for one modality) and scale globally to enterprise-grade telemedicine, multi-hospital radiology networks, or AI-assisted surgical platforms.
We solve real challenges for radiology groups, telemedicine providers, surgical centers, and health systems that need more than generic AI tools. Here are examples of projects we commonly deliver.
If your project involves real-time video, custom workflows, integration with hospital systems, or addressing clinician shortages through faster, more accurate diagnostics, we can help build the solution that fits.
Custom AI medical imaging and real-time video software for every case. Secure, scalable, and packed with smart features – built by the pros.
![[background image] image of logistics control room (for a trucking company)](https://cdn.prod.website-files.com/64e8910adc5a63966a68acc1/68e7dfd17638aaf511162f7a_f841ed23dc31eb8a94e23195c64f4acb_develop.webp)
Have an idea? We’ll turn it into a fully working app – from design and backend to launch and support.
Got a product that needs more speed, stability, or features? We’ll make it stronger and ready to scale.
![[digital project] image of a showcased project (for a ai robotics and automation)](https://cdn.prod.website-files.com/64e8910adc5a63966a68acc1/68e7e04abb8f1a3770a8625e_fix.webp)
Struggling with unfinished or broken vibe code? We’ll step in, clean it up, and get your project back on track.
Startup 💡
Core features, fast launch, HIPAA basics, and initial model training.
from
$6,400
from 4 weeks
Growth 🚀
Advanced models, full integrations, performance optimization, and expanded datasets.
from
$12,800
from 2 months
Enterprise 🏢
High-scale deployment, multi-site support, advanced compliance, and ongoing fine-tuning.
from
$24,000
from 4 months
Ready for a realistic timeline and cost breakdown tailored to your needs? We offer free SRS and a code audit for existing projects.
Perfecting complex real-time medical platforms since day one – reliable custom solutions that deliver real value.
Senior developers, QA, UI/UX designers, analytics – all in-house. We think like product owners, not just coders.
Over 600 completed projects, 100% Upwork Success rate, and 400+ honest clients' reviews. Results you can trust.
Get the scoop on AI, real-time video & advanced medical analytics – straight talk from the top devs
We specialize in real-time medical video analysis, anomaly detection for CT/MRI/ultrasound/endoscopy, DICOM/PACS integrations, and telemedicine AI enhancements.
Yes. We use secure WebRTC/LiveKit streaming with end-to-end encryption, audit logging, and de-identification. Latency stays under 500 ms for live video where clinically required.
Accuracy depends on your data quality and use case. We typically reach strong clinical performance through targeted fine-tuning and validation on your datasets.
Absolutely. We build secure integrations with HL7/FHIR and existing radiology/surgical systems so everything fits without manual workarounds.
Smaller focused tools start at 4 weeks. Full platforms with video pipelines and integrations usually take 2-4 months. We quote based on your exact scope after the free planning session.
We include training, monitoring, and ongoing optimization. Most clients continue with us for maintenance and new features because the systems keep delivering value.
