Healthcare AI01
Krinos AI
AI-powered dental diagnostics platform
The AI backbone of a HIPAA-compliant oral-healthcare platform, spanning CBCT scan analysis through to automated insurance claims.
Computer visionHIPAA complianceClaims automation
Healthcare AI & software development, clinically precise.
Diagnostic AI, clinical prediction models and patient-facing platforms engineered for accuracy, privacy and regulatory compliance.
Book a Free Strategy CallOverview
AI & software for healthcare
Healthcare is where AI can do the most good and where mistakes cost the most. Models must be validated against clinical requirements, patient data must be protected end-to-end, and software has to fit into the real workflows of clinicians and administrators.
ArrLink has built AI for healthcare in production: the AI backbone of Krinos AI's HIPAA-compliant dental diagnostics platform, from CBCT scan analysis to automated insurance claims, and a clinically precise ECG arrhythmia prediction model for Mythyaverse. We bring that experience to hospitals, clinics, health-tech startups and diagnostics companies.
Our healthcare engineering process puts safety first: we involve clinicians early, validate models against representative patient data, keep a human in the loop for clinical decisions, and document data flows so your compliance team can sign off with confidence. Whether you are a health-tech startup building your first product or a provider modernizing operations, we help you move fast without cutting corners on patient safety.
The Challenge
What holds healthcare teams back.
Clinical accuracy
Models must be validated against medical benchmarks, not just general accuracy metrics.
Data privacy & HIPAA
Protected health information requires encryption, access control, audit trails and careful vendor choices.
Administrative burden
Clinicians spend hours on documentation, scheduling and insurance paperwork.
Legacy systems
EHRs, PACS and practice-management software rarely talk to each other cleanly.
What We Build
Solutions we deliver.
Diagnostic & imaging AI
Computer vision for scans and images, with clinician-in-the-loop review.
Clinical prediction models
Signal and tabular models — like ECG arrhythmia detection — validated for production use.
Insurance & claims automation
Automated claim preparation, eligibility checks and document extraction.
Patient-facing agents
Scheduling, intake and follow-up agents over chat, WhatsApp and voice.
Clinical documentation AI
Summarization and structured note generation that saves clinicians time.
Health-tech platforms
Secure patient portals, telehealth and practice-management software.
Related Work
Proof in production.
Clinical ML02
Mythyaverse
ECG arrhythmia prediction
A clinically precise, production-ready model that detects cardiac arrhythmias from ECG signals, built against strict medical requirements.
Signal processingDeep learningModel validation
Do you build HIPAA-compliant healthcare software?
Yes. We engineer healthcare systems with HIPAA-aware architecture — encryption in transit and at rest, role-based access, audit logging, BAAs with infrastructure providers and private model deployments where needed.
Can AI be used for medical diagnostics?
AI can support diagnostics — for example analyzing scans or ECG signals — with clinicians reviewing results. We've delivered dental imaging AI and ECG arrhythmia prediction models built against strict clinical requirements.
Can you integrate with our EHR or practice-management system?
Yes. We integrate through standard interfaces such as HL7 and FHIR where available, and through custom APIs or secure data pipelines for other systems.
How long does it take to build a healthcare AI product?
A focused first release — for example an AI-assisted workflow or a patient-facing agent — typically takes 6–10 weeks. Products involving new clinical models take longer because of data preparation and validation.
Do you work with health-tech startups?
Yes. We work with both health-tech startups and established healthcare providers, from MVPs to production platforms.
Relevant services
Generative AI DevelopmentCustom LLM applications, RAG copilots, fine-tuned models and private AI deployments — engineered to be accurate, secure and affordable at production scale.AI Agent DevelopmentCustom AI agents, chatbots and voice agents that do real work inside your business — integrated with your CRM, WhatsApp, databases and internal tools.Custom Software DevelopmentBespoke web platforms, internal tools and enterprise systems engineered around exactly how your business operates — delivered faster with AI-accelerated engineering.
Free Strategy Call
Have a problem worth solving?
Let's build it.
Tell us what you're trying to build. In one 30-minute call we'll map the scope, the fastest path to production and a tailored proposal — no obligation.