What Gray Oncology Solutions does

Gray Oncology Solutions is a Montréal-based healthcare technology company founded in 2019 that builds GrayOS, a Care Orchestration Platform designed to continuously reconcile patient demand against finite clinical capacity in oncology and adjacent complex care settings. GrayOS is deployed as an additive layer above existing Oncology Information Systems (MOSAIQ, ARIA, Elekta ONE) and Electronic Health Records (Epic, Cerner, DxCare, eClinibase), using constraint-based optimization grounded in operations research combined with machine learning for patient-flow forecasting and cancellation prediction. The platform is configured per institution across four rule families (protocol, capacity, operational, patient) and currently powers radiation therapy, systemic/infusion therapy, transplant and cellular therapy, and endoscopy/clinic workflows.

The company sells exclusively through a direct enterprise sales motion to large cancer centers and academic health systems, with the platform sold as a cloud-based annual SaaS subscription that includes integration, implementation, and ongoing support. Pricing is quote-based and not publicly disclosed. Customers are concentrated in flagship institutions including The Ottawa Hospital, CHUM, Princess Margaret Cancer Centre (UHN), Jewish General Hospital, Gustave Roussy, Mary Bird Perkins, Southlake, MUHC, CancerCare Manitoba, and Bismarck Cancer Center, with active deployments across Canada, the United States, France, and the United Kingdom.

GrayOS generates revenue from each customer's recurring subscription and is monetized through hospital-level enterprise contracts typically involving multi-year terms. The go-to-market relies on thought leadership (case studies, webinars), industry conference presence (AAPM, HLTH, ViVE, CancerX), and strategic distribution partnerships (notably Elekta for OIS channel access and HICSS for UK NHS). To date the company has disclosed approximately $1M CAD in equity funding from a 2021 angel round led by Anges Québec, a $2.9M CAD grant from Scale AI in 2023, accelerator participation with StartUp Health, NEXT AI, and CancerX, and reported 1,620 patients on-platform with a headcount of 1-10 employees.

Name

Gray Oncology Solutions

Legal name

Gray Oncology Solutions Inc.

Website

https://gray-os.com

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

1–10 employees

Ownership category

akta.pro rank

Product category

Healthcare Operations Software

NAICS

Computer Systems Design and Related Services (54151)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

EHR Implementation, Optimization, Training & Managed Services (HLACAAAL)

akta.pro secondary industry

Care Navigation, Referral & Digital Front Door Platforms (HLALABAH)

Keywords

• Oncology care orchestration
• Radiation therapy scheduling
• Infusion therapy optimization
• Healthcare operations software
• Clinical scheduling platform

Headquarters

HQ city

Montreal

HQ country

Canada

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. SaaS Platform Subscription: GrayOS is delivered as a cloud-based care orchestration platform subscription. Healthcare institutions pay for access to the platform with integration, implementation, and ongoing support services bundled. Revenue is recurring as institutions renew contracts year-over-year.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels7 records

Core offering

GrayOS is a Care Orchestration Platform sold as a cloud-based SaaS subscription to healthcare institutions. It is deployed as a software layer above existing OIS and EHR systems and uses operations research and AI-driven optimization algorithms to continuously balance patient demand against finite capacity (chairs, treatment machines, staff, hours) in real time. The platform automates scheduling and re-optimization across oncology departments and adjacent care settings such as endoscopy, transplant, and cellular therapy.

Product overview

Gray Oncology Solutions offers GrayOS, the industry's first Care Orchestration Platform (COP). GrayOS is a unified platform deployed as an operational layer above existing clinical systems (OIS and EHR) that continuously reconciles patient demand against finite capacity using advanced optimization algorithms grounded in operations research. The platform portfolio includes the core GrayOS platform, specialized modules for Systemic Therapy (infusion scheduling, chair utilization), Radiation Therapy (machine scheduling), Transplant and Cellular Therapy, and Endoscopy/Clinics operations. Each module shares the same optimization engine but is configured with specific protocol rules, capacity rules, operational rules, and patient rules for their respective care domain.

Differentiator

Problem solved

Functional benefit

Products and services

• GrayOS Care Orchestration Platform Care Orchestration Platform that connects departments, optimizes capacity, and ensures patients receive the right care at the right time. It is a cloud-based optimization engine grounded in operations research that continuously reconciles patient demand and available capacity under constraint in real time, deployed as a layer above existing OIS (MOSAIQ, ARIA) and EHR (Epic, Cerner, DxCare) systems. Sold to cancer centers and hospital systems.
• GrayOS for Systemic Therapy

Quantifiable outcome

• 5-15% increase in patients treated without adding resources
• +8 more outcomes

Named customers11 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability4 records

Feature5 records

Partnerships

17 partnerships are on record, tiered flagship, core and minor.

• Gustave RoussyflagshipStrategic or Co-development Partner · 1 May 2026First European institution to deploy GrayOS for radiation therapy. Gustave Roussy is the leading cancer center in France and Europe. Deployment integrates with existing systems (MOSAIQ, DxCare) to optimize appointment scheduling, reduce care delays, improve machine utilization, and free clinical teams from manual coordination. Part of Gustave Roussy's PSI 2030 Smart Hospital vision. Treated over 4,200 patients in 2025 across more than 50,000 sessions.
• CancerCare ManitobacoreStrategic or Co-development Partner · 1 October 2025Implementing GrayOS to improve scheduling and operational efficiency in systemic cancer therapy. Platform automates scheduling, forecasts cancellations, and integrates with existing systems to reduce wait times and enhance care delivery. Initiative aims to optimize resource utilization and support AI feature development.
• ElektacoreTechnology or Integration · 1 August 2025Partnership to offer optimized oncology appointment scheduling for Elekta ONE OIS customers. GrayOS integrated as scheduling optimization layer for Elekta's oncology information system, targeting their customer base for distribution.
• Mary Bird Perkins Cancer CenterflagshipStrategic or Co-development Partner · 1 May 2024First U.S. partner and Louisiana's largest cancer care organization. Radiation therapy program at Baton Rouge site across five linear accelerators treating approximately 1,600 patients per year. 40% reduction in scheduling time, 22% reduction in administrative delay.
• The Ottawa HospitalflagshipStrategic or Co-development PartnerOne of Canada's largest learning and research hospitals. GrayOS deployed across two radiation therapy sites to streamline operations, reduce administrative burden, and improve patient wait times. Bidirectional integration with MOSAIQ with automatic reflection in EPIC. Results: 17% increase in patients treated within targeted time, 58% decrease in scheduling time, 42% decrease in scheduling list size.
• Princess Margaret Cancer Centre (UHN)flagshipStrategic or Co-development PartnerOne of top five cancer research centres in the world with largest radiation treatment centre in Canada. Partnership expanded from OBIO EAHN research evaluation to clinical operations deployment. GrayOS integrated into Radiation Medicine Program to introduce automated scheduling and improve equipment availability.
• CHUM (Centre Hospitalier de l'Université de Montréal)flagshipStrategic or Co-development PartnerCo-development partner where GrayOS was originally created. Supra-regional hospital with 45 infusion chairs and 8 radiation treatment machines. Deployment across both radiation therapy and medical oncology departments. $0.5M saved annually, 80% reduced administrative burden, 50% faster onboarding.
• Jewish General Hospital (JGH)coreStrategic or Co-development PartnerSystemic therapy department with 49 infusion chairs serving 1,900 unique patients annually. GrayOS deployed with HL7 interface to eClinibase (Logibec). 13% efficiency gain, 80% reduced administrative time, streamlined coordination between nurses and pharmacy.
• Southlake Regional Health CentrecoreStrategic or Co-development PartnerRegional cancer center serving over one million people through Stronach Regional Cancer Centre. Partnership to address operational challenges in radiation therapy and enhance interdepartmental operations.
• McGill University Health Centre (MUHC)coreStrategic or Co-development PartnerBilingual academic health network, one of the largest and most modern in North America. Partnership to enhance systemic therapy operations using GrayOS optimization capabilities.
• Tameside and Glossop NHS TrustminorStrategic or Co-development PartnerUK NHS trust deploying GrayOS Clinics module through HICSS partnership for endoscopy services. Expansion beyond oncology into adjacent care settings.
• Bismarck Cancer CenterminorStrategic or Co-development PartnerU.S. cancer center deploying GrayOS to streamline radiation therapy operations. Expansion of U.S. market presence.
• HICSS (Healthcare Innovation Centre South)coreChannel Partner/ Reseller/ DistributorUK healthcare innovation center partnering to deploy GrayOS in NHS facilities. Enables entry into UK NHS market through established healthcare relationships.
• OBIO (Ontario Bioscience Innovation Organization)coreGTM or Marketing PartnerThrough OBIO's Early Adopters Health Network (EAHN), Gray evaluated GrayOS with Ontario hospitals including Ottawa Hospital and Princess Margaret. OBIO facilitated introduction to healthcare institutions for testing and evaluation, providing credibility and market access in Ontario.
• CancerX AcceleratorcoreGTM or Marketing PartnerSelected for inaugural cohort of CancerX Accelerator program announced at ViVE 2024. 4-month program providing mentorship, ecosystem engagement, and roadmap for scaling across North America. Program focuses on clinical operations optimization for cancer care.
• Québec Tech - Stade V0 ProgramminorGTM or Marketing PartnerJoined Stade V0 program to accelerate global expansion. Québec Tech program supports scaling of Quebec technology companies internationally.
• Canadian Cancer SocietyminorGTM or Marketing PartnerPartner in Scale AI consortium. CCS provides strategic guidance and helps ensure care management system benefits wide range of Canadian hospitals while aligning with governmental priorities.

Scale indicators14 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• LeanTaas: LeanTaas provides AI-driven scheduling and capacity optimization for hospitals, with deep penetration in operating rooms, infusion centers and inpatient flow — directly comparable to GrayOS's operations-research approach applied to oncology and other complex care pathways.
• Qventus: Qventus is an AI hospital operations platform that automates scheduling, discharge planning and capacity decisions across health systems, making it a direct comparable to GrayOS in terms of problem framing (real-time optimization on top of EHR) and buyer profile.
• Hospital IQ: Hospital IQ offers a healthcare operations platform focused on perioperative, inpatient and enterprise capacity optimization — comparable to GrayOS as a SaaS optimization layer deployed above existing clinical systems in hospitals and health systems.

Emerging players

• Notable: Notable provides intelligent automation for hospital workflows including scheduling, intake and revenue cycle — an emerging player with partial overlap to GrayOS's automation-of-operations thesis but broader in scope and less specialized in oncology.

Others

• LeanKit (Planview LeanKit): LeanKit delivers lean/agile workflow and kanban-based process management used in hospital operational improvement initiatives — adjacent rather than directly competing, but often used as a lightweight alternative for scheduling and process visibility.
• Tempus AI: Tempus applies AI to oncology data and clinical decision support rather than operational scheduling; it is thematically related (AI in oncology) but operates in an adjacent ecosystem rather than competing directly for the operations-research scheduling layer.

Broad incumbents

• Epic (Cadence): Epic's Cadence scheduling module is embedded in the dominant U.S. hospital EHR — GrayOS sits above Epic and integrates bidirectionally, making Epic both a critical integration partner and a broad incumbent whose own scheduling capabilities compete for the same problem.
• Elekta: Elekta's MOSAIQ and Elekta ONE OIS platforms dominate radiation oncology information systems; GrayOS is now a partner with Elekta, but Elekta also represents a broad incumbent whose own scheduling roadmap and installed base could absorb optimization functionality.
• Varian (Siemens Healthineers): Varian's ARIA oncology information system is the other dominant OIS in radiation oncology; GrayOS integrates bidirectionally with ARIA, positioning Varian as a broad incumbent whose product roadmap and pricing directly influence GrayOS's expansion path.
• Symplr: Symplr provides healthcare operations, credentialing and workforce management software sold to health systems — an adjacent broad incumbent with similar GTM motion (enterprise sales to hospital operations leaders) but a different functional focus.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/gray-oncology-solutions
• Xx.com/grayoncology
• Facebookfacebook.com/grayoncology

Revenue estimate

Valuation estimate

Number of profiles

Profiles12 records

Funding overview

Funding rounds4 records

Investors8 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Gray Oncology Solutions