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Google Cloud Nonprofit Canada

Breast Cancer Canada

Document Processing

Breast Cancer Canada needed a secure, ethics-approved cloud environment that could collect long-term patient-reported data and also help translate complex pathology information into plain language without the limitations of antiquated university-hosted infrastructure.

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Scaled clinical Patient Reported Outcomes Platform to more than 1,000 active patients
Secured a breakthrough research presentation at the ASCO symposium
enrollment projected to scale up to 10,000 users within the next 18 months

Reported impact

Business outcome

Breast Cancer Canada scaled PROgress Tracker 2.0 past 1,000 active patients, published research at ASCO, expanded adoption across hospital sites, and gained a secure data foundation for advocacy, future wearables integration, and potential national-registry use.

  • Compliance
  • Customer Experience
  • Risk Reduction
  • Scalability

Solution

Breast Cancer Canada partnered with CloudifyAI to rebuild its patient advocacy and research platform on Google Cloud so long-term patient-reported outcomes could be collected, analyzed, and converted into clinically credible evidence. BigQuery provides the analytics backbone for large, multi-point datasets gathered through the PROgress Tracker 2.0 study, while Cloud Run, Pub/Sub, Google Apps Script, Cloud Logging, and Cloud Monitoring support the surrounding application services. On top of that secure environment, CONNECT lets patients upload pathology reports, and Google Cloud AI tools perform OCR and document interpretation so medical language can be translated into understandable treatment timelines and question prompts. Gemini Notebook is also used to transform internal educational materials into clearer patient roadmaps. This architecture gave BCC an ethically compliant clinical-study platform for research publication, multi-site adoption, and a future national registry.

Data flow

Patient-reported outcomes and uploaded pathology reports enter BCC's cloud study environment, are processed and analyzed through BigQuery-backed services, translated into readable explanations and timelines through AI-assisted document interpretation, and then reused for research, advocacy, and multi-site clinical decision support.

Solution architecture

7 components · 5 layers
  1. Ingest
    • Pub/Sub Moves events through the patient-data and analytics environment.
  2. Compute
    • Gemini Notebook Turns internal educational materials into readable and scientifically sound patient roadmaps.
    • Cloud Run Runs secure cloud-based application services for the study and patient tools.
  3. Storage
    • BigQuery Stores and analyzes large longitudinal patient-reported datasets for research and advocacy.
  4. Orchestration
    • Google Apps Script Supports workflow automation around the advocacy and analytics platform.
  5. Governance
    • Cloud Logging Captures audit and operational logs for the clinical environment.
    • Cloud Monitoring Provides operational visibility for the secure cloud platform.

Architecture clues

  • BCC plans to integrate Fitbit data and explore a national registry on top of the same environment.
  • CONNECT uses OCR and document interpretation to translate pathology reports into plain language.
  • The architecture is designed to satisfy strict ethical review and security requirements.
  • The platform became Canada's first cloud-hosted, ethically approved clinical study.

Evidence from the source

BCC used Gemini Notebook to parse internal educational materials
Patients upload detailed pathology reports directly into CONNECT, where Google Cloud AI tools execute advanced document interpretation and optical character recognition (OCR)
Scaled clinical Patient Reported Outcomes Platform to more than 1,000 active patients
The infrastructure allows us to go to policymakers with hard evidence to dismantle assumptions, change the healthcare system, and drive real legislative policy.
the cloud framework successfully powered PROgress Tracker 2.0, making it Canada's first cloud-hosted, ethically approved clinical study.
Transparency Evidence & methodology 71/100 reference value · 85% confidence · 2 sources

Review how this reference was scored and trace each normalized claim back to its documented source.

01

Scoring methodology

How scores are calculated

Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.

Customer reference value71/100
  • Problem clarity20/20
    Measures whether the customer's operational problem is specific enough to compare.
  • Implementation depth25/25
    Rewards named components, data flow, integrations, and architecture detail.
  • Outcome specificity16/20
    Measures whether the reported benefit is concrete rather than a generic claim.
  • Quantified impact0/25
    0 metrics describe measurable impact.
  • Deployment scale10/10
    Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence85%
  • Source authority25/25
    The deployment is described by the adopting organization or a government source.
  • Claim traceability23/25
    11 of 12 key fields link to a named source.
  • Direct evidence20/20
    5 direct source quotes retained.
  • Date provenance0/10
    The publication date has no documented provenance.
  • Source transparency9/10
    2 source references document publisher, URL, authority, retrieval, and supported fields.
  • Implementation specificity8/10
    Rewards source-backed components, data flow, quantified impact, and a specific outcome.
02

Traceability

Sources & provenance

Field coverage shows which facts each source supports. Dates are shown only when documented by the source.

  1. Google Cloud

    Breast Cancer Canada customer story

    First-party
    https://cloud.google.com/customers/breast-cancer-canada
    Source type
    Vendor-published customer story
    Supports
    • Customer
    • Business problem
    • Solution
    • Products
    • Solution components
    • Data flow
    • Integrations
    • technical area
    • use case category
    • Business outcome
    • outcome category
    • Metrics
    • Architecture
    • evidence quotes
  2. Canada Revenue Agency

    Breast Cancer Canada/Cancer du sein du Canada quick view

    Government
    https://apps.cra-arc.gc.ca/ebci/hacc/ngcids/rest/api/cidsRequest/retrieveQuickView/137969861RR0001/0

    For 2024-07-01 to 2025-06-30, the quick view reports "numberOfFullTimeEmployees":9 and "numberOfPartTimeEmployees":6.

    Source type
    Government registry
    Supports
    • Company size

Date evidence

  • First archived Sep 25, 2026 · Internet Archive · Independent First Wayback Machine capture; confirms the page existed by this date, not when it was published.
    Open date source
  • Sitemap last modified Sep 23, 2026 · Google Cloud · Publisher metadata Publisher-reported modification timestamp; not a publication date.
    Open date source
Not separately sourced Industry, Region. Treat these normalized attributes as lower-confidence until a dedicated source is added.

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