Oncospace (now part of Sun Nuclear, a Mirion Medical company)

Baltimore, United States (original Oncospace headquarters); Melbourne, Florida, United States (Sun Nuclear headquarters)  All United States companies → Founded 2018
Imaging AI Specialist Specialty-Focused AI
Oncology
Oncology AI
Acquired (by Sun Nuclear, a Mirion Medical company, on April 30, 2025) — $4.8M (PitchBook) or $900K (Tracxn)

Products

Oncospace
Oncospace (now part of Sun Nuclear, a Mirion Medical company)
Oncology AI
Oncospace, now Plan AI by Sun Nuclear, is an AI-powered data-mining system for radiation therapy planning, optimizing cancer treatment and patient outcomes by leveraging patient data and machine learning.

See all 1 product →

About Oncospace (now part of Sun Nuclear, a Mirion Medical company)

Oncospace, now integrated into Sun Nuclear (a Mirion Medical company), is a healthcare AI company that developed cloud-based, AI-powered solutions for the radiation oncology community. Its core mission is to optimize patient outcomes and enhance the precision and efficiency of radiation therapy planning through data-driven, physician-centric tools. Oncospace leverages artificial intelligence and machine learning to analyze extensive clinical treatment plans, enabling the derivation of achievable, best-practice dosimetry goals for plan optimization and evaluation.

The company’s offerings include a Treatment Planning Conversion solution, known as Gateway, which facilitates the migration of patient archives from systems like Philips Pinnacle to modern treatment planning solutions such as RaySearch RayStation and Varian Medical Systems® Eclipse. Additionally, Oncospace provides a Predictive Plan Quality and Feasibility solution that analyzes thousands of clinical treatment plans to guide oncologists and dosimetrists in crafting optimal, personalized treatment plans while minimizing side effects. This technology aims to provide consistency, built-in safety checks, and the ability to compare results, ultimately elevating the standard of care globally, even for smaller practices.

Focus Areas

AI in radiation oncology machine learning for treatment planning predictive plan quality data mining for clinical insights radiation therapy optimization patient-specific dosimetry goals treatment planning system migration

Business Intelligence

Key InvestorsNIH
PartnershipsOriginated from Johns Hopkins University; Sun Nuclear partners with various industry vendors and scientific associations.
AcquisitionsAcquired by Sun Nuclear (a Mirion Medical company) on April 30, 2025.
TechnologyCloud-based, AI and machine learning technologies, data-mining system, leverages clinical treatment plans, Parquet database in the cloud, integrates with Varian Medical Systems® Eclipse™ and RaySearch RayStation®
FDA Clearances1 (Plan AI software for prostate, head and neck, thoracic, abdomen, and pelvis radiotherapy) cleared products (estimated)

What Physicians Need to Know

AI in Radiation Oncology
Oncospace (now Plan AI) provides cloud-based, AI-powered solutions that leverage machine learning to optimize patient outcomes in radiation therapy.
Machine Learning for Treatment Planning
Their Predictive Plan Quality and Feasibility solution analyzes thousands of clinical treatment plans to derive achievable, best-practice dosimetry goals for plan optimization and evaluation.
Predictive Plan Quality
The software predicts an ideal dose and automatically creates AI-guided optimization objectives, streamlining and accelerating the creation of the best achievable plan.
Data Mining for Clinical Insights
Oncospace originated as a data-mining system, building a knowledge base from the histories of over 5,000 patients to enhance radiation therapy planning and generate personalized treatment pathways.
Radiation Therapy Optimization
The solutions are designed to improve the precision and efficiency of radiation therapy planning, ultimately enhancing the overall quality of care and outcomes.
Patient-Specific Dosimetry Goals
Oncospace helps oncologists craft optimal treatment plans tailored to individual needs while minimizing side effects by providing rational, patient-specific dosimetry objectives.
Treatment Planning System Migration
The 'Gateway' solution facilitates the conversion of patient archives from Philips Pinnacle to modern treatment planning solutions such as RaySearch RayStation and Varian Medical Systemsu00ae Eclipse.
Physician Tip

For physicians, Oncospace (now Plan AI) acts as an AI 'assistant' that provides a powerful starting point for treatment planning, predicting the best achievable plan before the process even begins. This leads to faster, more consistent, and patient-centered plans, helping to ensure high-quality, safe treatment while significantly streamlining the planning workflow. It helps reduce variability, improve consistency, and accelerate workflows while maintaining clinical goals and quality standards. The system is designed to raise the level of quality for all practices, providing consistency, built-in safety checks, and the ability to compare results, even for smaller practices. With FDA approval for multiple cancer types, it offers validated models from day one, eliminating the need for time-consuming in-house model building. This provides confidence in treatment plan quality and can reduce uncertainty during physician review.

Oncospace solutions are now integrated into the Sun Nuclear brand, a Mirion Medical company, expanding their radiation therapy quality assurance digital strategy. The Plan AI software is designed to complement existing treatment planning systems (TPS), with seamless script-based integration that preserves optimization workflows. It specifically works with Varian Medical Systemsu00ae Eclipseu2122 and RaySearch RayStationu00ae through scripting to create AI-guided optimization objectives. Additionally, the 'Gateway' offering supports the migration of patient data from Philips Pinnacle to these modern TPS in DICOM format.

Products by Oncospace (now part of Sun Nuclear, a Mirion Medical company)

1 product in the directory

Oncospace
Oncospace (now part of Sun Nuclear, a Mirion Medical company)
Oncology AI
Oncospace, now Plan AI by Sun Nuclear, is an AI-powered data-mining system for radiation therapy planning, optimizing cancer treatment and patient outcomes by leveraging patient data and machine learning.

What the Web Says

Oncospace, now part of Sun Nuclear (a Mirion Medical company), offers cloud-based, AI-powered solutions for radiation oncology, aiming to optimize patient treatment outcomes. Sun Nuclear focuses on independent, integrated quality management solutions for radiation therapy and diagnostic imaging. Employee reviews for Sun Nuclear indicate a mixed sentiment, with some praising the work environment and benefits, while others express concerns about management and opportunities for advancement.

Overall: Mixed

Strengths

  • AI-powered solutions for optimizing radiation oncology treatment outcomes (Oncospace).
  • Focus on patient safety and independent quality management in radiation therapy and diagnostic imaging (Sun Nuclear).
  • Good work-life balance reported by some employees.
  • Phenomenal benefits and decent pay according to some employees.
  • Friendly coworkers and a great working environment.
  • Opportunity to learn new products and technology.

Limitations

  • Lack of quality management and support from upper management.
  • Limited opportunities for advancement due to a narrow field.
  • Concerns about incorrect job titles to save company money.
  • Toxic environment and aggressive micromanagement reported by some.
  • Unorganized and issues with favoritism in some Mirion departments.
  • Some employees feel undermined and that good software development processes are destroyed by contractors.

Based on reviews from: Indeed.com, G2.com, Reddit.com, Business Wire, 01net.com, Mirion Technologies

Last updated: 2026-07-19

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Press & Coverage

Mirion Technologies
Sun Nuclear Acquires Oncospace, AI-Focused Radiation Oncology Software Provider
Sun Nuclear, a Mirion Medical company, announced the acquisition of Oncospace, a provider of cloud-based, AI-powered solutions for radiation oncology, aiming to enhance treatment outcomes through cutting-edge technology.
2025-04
DOTmed.com
Sun Nuclear acquires AI software firm Oncospace to bolster radiation oncology tools
Sun Nuclear, a Mirion Medical company, acquired Oncospace to strengthen its digital offerings in radiation therapy quality assurance by integrating predictive analytics and cloud-based planning solutions.
2025-05
Johns Hopkins Medicine
A Tool for Obtaining the Best Radiation Therapy Treatment Plans | Johns Hopkins Medicine
Oncospace, now rebranded as Plan AI and part of Sun Nuclear (Mirion Medical), has received FDA approval for multiple cancer types and will expand its reach globally, offering an AI-powered assistant for radiation oncologists.
2025-04
Sun Nuclear
Sun Nuclear to Highlight New Quality Management Solutions at 2025 AAPM Annual Meeting
Sun Nuclear will showcase significant additions to its Radiation Therapy Quality Management solutions at the 2025 AAPM Annual Meeting, including AdaptCHECKu2122 Software, Plan AIu2122 Software (from Oncospace), and SunSILICONu2122 Detectors.
2025-07
FinSMEs
Sun Nuclear Acquires Oncospace - FinSMEs
Sun Nuclear, a Mirion Medical company, acquired Oncospace, a company providing cloud-based, AI-powered solutions for the radiation oncology community. The financial details of the deal were not disclosed.
2025-04
Mirion Technologies
Sun Nuclear Announces Completion of Transition to CE Class IIb EU MDR Certification for Key Quality Management Solutions
Sun Nuclear announced that its SunCHECKu00ae Quality Management software and key radiation therapy QA devices have been awarded CE Class IIb certification under the European Medical Devices Regulation 2017/745 (EU MDR).
2025-04
Sun Nuclear
Plan AI - Sun Nuclear
Oncospace is now part of Sun Nuclear and Mirion Medical, with its Plan AI software offering FDA-cleared models for faster, more consistent treatment plans in radiation oncology.
unknown
Oncospace
Oncospace - Overview - Radiation Oncology Precision Medicine Analytics Platform
Oncospace is an initiative to create a large, structured database of radiotherapy clinical data and develop decision support applications using machine learning for personalized treatment pathways.
unknown

Frequently Asked Questions

Oncospace, rebranded as Plan AI, utilizes artificial intelligence and machine learning to analyze data from thousands of prior patient treatments. This allows it to predict optimal treatment plans, define patient-specific dosimetric goals, and automatically generate AI-guided optimization objectives for treatment planning systems, ultimately accelerating planning speed and elevating plan quality.
Plan AI provides a powerful starting point for radiation oncologists and dosimetrists by predicting the best achievable plan before the planning process begins. It helps define rational, patient-specific dosimetric objectives for organs-at-risk (OARs) based on individual anatomy, guiding plan optimization to minimize dose to healthy tissues while maintaining target coverage.
Oncospace was developed as a groundbreaking data-mining system that learns from the experiences of over 5,000 patients, connecting diagnoses, treatments, side effects, and outcomes. This continuously growing knowledge base allows for the extraction of valuable clinical insights, helping to guide therapy and improve treatment strategies for individual patients.
Oncospace offers a solution called Gateway, which is designed to facilitate treatment planning system migration. Gateway converts legacy Philips Pinnacle patient archives into modern DICOM formats, making them accessible in systems like Varian Eclipse and RaySearch RayStation, thereby mitigating security risks and ensuring continuity of care for re-treatments.
Oncospace's primary products are Plan AI, an AI-powered predictive planning and quality enablement solution, and Gateway, a treatment planning system migration tool. Both solutions are now integrated into the Sun Nuclear portfolio, a Mirion Medical company, enhancing their digital offerings for radiation therapy quality assurance.
Plan AI software is U.S. FDA 510(k) cleared for multiple cancer types, including prostate, head and neck, thoracic, abdomen, and pelvis radiotherapy, and is available in countries requiring CE marking. The platform is built with HIPAA/GDPR-compliant architecture, ensuring enterprise-grade data security with features like local EU data storage and encrypted data.
As part of Sun Nuclear, a Mirion Medical company, Oncospace solutions benefit from enhanced company stability, global reach, and a robust support infrastructure. Sun Nuclear has over 40 years of industry alliances and a dedicated support team, ensuring ongoing assistance, training, and integration with other quality management solutions.

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