• Português
  • English
  • Español
  • Plan AI — AI-Powered Radiation Therapy Treatment Planning | Sun Nuclear

    Plan AI™ is Sun Nuclear’s (Mirion Technologies) AI-powered radiation therapy treatment planning solution. Powered by Oncospace technology, it uses machine learning to predict the ideal treatment plan before planning begins — reducing planning time by up to 80% and eliminating inter-planner variability. Interphysix is the exclusive Sun Nuclear distributor in Portugal and the Iberian Peninsula.

    What is Plan AI?

    Plan AI is a cloud-native software application that analyses thousands of clinical treatment plans to derive optimised, patient-specific dosimetry objectives. Instead of relying on individual planner experience or lengthy manual iterations, Plan AI automatically predicts the “best achievable plan” outcome and sends optimisation criteria directly to the treatment planning system (TPS).

    How it works:

    1. Patient analysis — the patient’s anatomy is analysed against models trained on more than 5,000 real clinical cases
    2. AI prediction — the system predicts the best achievable dose objectives for each OAR and target volume
    3. Export to TPS — optimisation objectives are automatically sent to Eclipse™ or RayStation® via scripting
    4. Guided optimisation — the planner runs optimisation with realistic objectives from the very first iteration

    Key advantages

    Feature Benefit
    Pre-trained FDA-cleared models5 body-site models ready to use — no need to build models in-house
    Up to 80% reduction in planning timeFewer manual iterations, higher quality plans from the first optimisation
    Inter-planner consistencyCommon objectives eliminate inter- and intra-planner variability
    Cloud-native, HIPAA/GDPR compliantEU data stays local, full encryption, ISO 27001 certified ISMS
    Eclipse™ and RayStation® integrationScript-based — complements your existing TPS without replacing workflows
    No model training requiredUnlike RapidPlan or traditional KBP, models arrive ready and validated

    Available models

    Plan AI includes five FDA 510(k) cleared models, trained on more than 5,000 diverse clinical plans and also available in countries accepting CE marking:

    • Prostate
    • Head and Neck
    • Thorax
    • Abdomen
    • Pelvis

    Each model has been extensively validated across multiple institutions, ensuring generalisability and applicability to different clinical protocols and patient populations.

    Plan AI vs. traditional Knowledge-Based Planning

    Traditional Knowledge-Based Planning (KBP) solutions, such as Varian’s RapidPlan™, require each centre to build and maintain its own models from local clinical data — a process that demands hundreds of high-quality plans, extensive validation and ongoing maintenance.

    Plan AI removes this barrier:

    • No local training — models arrive ready, validated with multi-institutional data
    • Immediate deployment — from licensing to first clinical use in days, not months
    • No model maintenance — updates managed by Sun Nuclear
    • Proven quality — “Plan AI achieved non-inferior target coverage and consistent OAR sparing after a single, unattended optimisation” (Doolan et al., ESTRO 2026)

    Integration with the Sun Nuclear ecosystem

    Plan AI integrates with the SunCHECK™ platform for complete quality management from planning to treatment delivery:

    • Plan AI — AI-optimised planning from the start
    • SunCHECK Patient — secondary dose verification, pre-treatment QA and in-vivo monitoring
    • SunCHECK Machine — accelerator QA integrated in the same ecosystem
    • Daily QA 4 Pro — daily linac quality control

    This integration allows the entire quality assurance workflow — from plan feasibility assessment to delivered treatment verification — to be centralised on a single platform.

    Frequently asked questions

    Does Plan AI replace my TPS?

    No. Plan AI complements your existing treatment planning system (Eclipse™ or RayStation®). It works via script-based integration, generating optimisation objectives that are imported into the TPS — the planner retains full control of the process.

    Do I need to train models with my own data?

    No. Plan AI’s five models come pre-trained and validated with more than 5,000 clinical cases. They are ready to use immediately after installation, with no need to build, train or maintain local models.

    Is patient data secure?

    Yes. Plan AI was built with HIPAA and GDPR-compliant architecture. EU patient data remains on European servers, all information is encrypted, and the system is backed by an ISO 27001 certified ISMS.

    Is it available in Portugal?

    Yes. Interphysix is the exclusive Sun Nuclear distributor in Portugal and the Iberian Peninsula. We provide demonstrations, installation support and training for your team. Contact us for more information.

    Public Sun Nuclear resources

    Sun Nuclear provides public resources for technical evaluation of Plan AI, including the webinar Empowering Medical Dosimetrists with AI: Quality Plans, Faster and the Plan AI datasheet. These materials help frame practical use with Eclipse, RayStation, FDA-cleared models and data security requirements.


    Interested in Plan AI? Contact Interphysix for a demonstration, technical information or a quotation. Also visit our page about Sun Nuclear in the Iberian Peninsula.

    Última actualização: 30/06/2026

    Scroll to Top