#3mpwrapp — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #3mpwrapp, aggregated by home.social.
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🛠️ DEVELOPER UPDATE @3mpwrApp 🛠️
📦 90% bundle reduction (24.89MB→2.49MB)
🔒 10+ security DTOs added
⚡ Lazy-loaded tools for speed
♿ Maintained WCAG AAA complianceEvery commit passes 12-step validation.
Every line of code matters when you're building for injured workers and the disability community. 💜
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🛠️ DEVELOPER UPDATE @3mpwrApp 🛠️
📦 90% bundle reduction (24.89MB→2.49MB)
🔒 10+ security DTOs added
⚡ Lazy-loaded tools for speed
♿ Maintained WCAG AAA complianceEvery commit passes 12-step validation.
Every line of code matters when you're building for injured workers and the disability community. 💜
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🛠️ DEVELOPER UPDATE @3mpwrApp 🛠️
📦 90% bundle reduction (24.89MB→2.49MB)
🔒 10+ security DTOs added
⚡ Lazy-loaded tools for speed
♿ Maintained WCAG AAA complianceEvery commit passes 12-step validation.
Every line of code matters when you're building for injured workers and the disability community. 💜
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🛠️ DEVELOPER UPDATE @3mpwrApp 🛠️
📦 90% bundle reduction (24.89MB→2.49MB)
🔒 10+ security DTOs added
⚡ Lazy-loaded tools for speed
♿ Maintained WCAG AAA complianceEvery commit passes 12-step validation.
Every line of code matters when you're building for injured workers and the disability community. 💜
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Behind the scenes of @3mpwrApp 🚧
Actively monitoring uptime, infrastructure stability, accessibility, and performance before production release and beta stress testing.
Taking the time to build this properly for injured workers, persons with disabilities, advocates, and vulnerable communities.
Every update strengthens reliability, security, and user experience ahead of launch.
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Behind the scenes of @3mpwrApp 🚧
Actively monitoring uptime, infrastructure stability, accessibility, and performance before production release and beta stress testing.
Taking the time to build this properly for injured workers, persons with disabilities, advocates, and vulnerable communities.
Every update strengthens reliability, security, and user experience ahead of launch.
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@3mpwrApp built this ML system to reduce one of the biggest barriers to justice: unknown outcomes.
By analyzing 50,000+ Ontario tribunal decisions, we’re uncovering patterns to reduce uncertainty and improve access to justice.
Less uncertainty. Better data. Better outcomes.
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@3mpwrApp built this ML system to reduce one of the biggest barriers to justice: unknown outcomes.
By analyzing 50,000+ Ontario tribunal decisions, we’re uncovering patterns to reduce uncertainty and improve access to justice.
Less uncertainty. Better data. Better outcomes.
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@3mpwrApp built this ML system to reduce one of the biggest barriers to justice: unknown outcomes.
By analyzing 50,000+ Ontario tribunal decisions, we’re uncovering patterns to reduce uncertainty and improve access to justice.
Less uncertainty. Better data. Better outcomes.
-
@3mpwrApp built this ML system to reduce one of the biggest barriers to justice: unknown outcomes.
By analyzing 50,000+ Ontario tribunal decisions, we’re uncovering patterns to reduce uncertainty and improve access to justice.
Less uncertainty. Better data. Better outcomes.
-
@3mpwrApp built this ML system to reduce one of the biggest barriers to justice: unknown outcomes.
By analyzing 50,000+ Ontario tribunal decisions, we’re uncovering patterns to reduce uncertainty and improve access to justice.
Less uncertainty. Better data. Better outcomes.
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We’re @3mpwrApp building Ontario’s legal intelligence system to turn 50,161 tribunal decisions into actionable insights for injured workers, persons with disabilities, and advocates.
📊 Goal: Improve known outcomes from 16.8% to 70–80%
⚖️ Open-source, transparent, and free forever
🇨🇦 Ontario is the template for Canada
Read the full update: https://www.3mpwrapp.ca/community-updates/research/2026/05/14/ontario-legal-intelligence-system-launch/
#3mpwrApp #WSIB #WSIAT #DisabilityRights #AccessToJustice #LegalTech #OpenData #Canada
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We’re @3mpwrApp building Ontario’s legal intelligence system to turn 50,161 tribunal decisions into actionable insights for injured workers, persons with disabilities, and advocates.
📊 Goal: Improve known outcomes from 16.8% to 70–80%
⚖️ Open-source, transparent, and free forever
🇨🇦 Ontario is the template for Canada
Read the full update: https://www.3mpwrapp.ca/community-updates/research/2026/05/14/ontario-legal-intelligence-system-launch/
#3mpwrApp #WSIB #WSIAT #DisabilityRights #AccessToJustice #LegalTech #OpenData #Canada
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We’re @3mpwrApp building Ontario’s legal intelligence system to turn 50,161 tribunal decisions into actionable insights for injured workers, persons with disabilities, and advocates.
📊 Goal: Improve known outcomes from 16.8% to 70–80%
⚖️ Open-source, transparent, and free forever
🇨🇦 Ontario is the template for Canada
Read the full update: https://www.3mpwrapp.ca/community-updates/research/2026/05/14/ontario-legal-intelligence-system-launch/
#3mpwrApp #WSIB #WSIAT #DisabilityRights #AccessToJustice #LegalTech #OpenData #Canada
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We’re @3mpwrApp building Ontario’s legal intelligence system to turn 50,161 tribunal decisions into actionable insights for injured workers, persons with disabilities, and advocates.
📊 Goal: Improve known outcomes from 16.8% to 70–80%
⚖️ Open-source, transparent, and free forever
🇨🇦 Ontario is the template for Canada
Read the full update: https://www.3mpwrapp.ca/community-updates/research/2026/05/14/ontario-legal-intelligence-system-launch/
#3mpwrApp #WSIB #WSIAT #DisabilityRights #AccessToJustice #LegalTech #OpenData #Canada
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We’re @3mpwrApp building Ontario’s legal intelligence system to turn 50,161 tribunal decisions into actionable insights for injured workers, persons with disabilities, and advocates.
📊 Goal: Improve known outcomes from 16.8% to 70–80%
⚖️ Open-source, transparent, and free forever
🇨🇦 Ontario is the template for Canada
Read the full update: https://www.3mpwrapp.ca/community-updates/research/2026/05/14/ontario-legal-intelligence-system-launch/
#3mpwrApp #WSIB #WSIAT #DisabilityRights #AccessToJustice #LegalTech #OpenData #Canada
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Every tribunal decision we analyze helps improve @3mpwrApp
The more accurate data we collect, the better we can build:
🌟 Knowledge bases
🌟 Step-by-step guides
🌟 Templates and checklists
🌟 Visualizations and analytics
This research directly feeds our flywheels.
Better data → Better tools → Better support → Better outcomes for injured workers and persons with disabilities.
That’s why we’re building in public.
#3mpwrApp #OpenData #DisabilityRights #AccessToJustice #BuildInPublic
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Every tribunal decision we analyze helps improve @3mpwrApp
The more accurate data we collect, the better we can build:
🌟 Knowledge bases
🌟 Step-by-step guides
🌟 Templates and checklists
🌟 Visualizations and analytics
This research directly feeds our flywheels.
Better data → Better tools → Better support → Better outcomes for injured workers and persons with disabilities.
That’s why we’re building in public.
#3mpwrApp #OpenData #DisabilityRights #AccessToJustice #BuildInPublic
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Week 19 recap for @3mpwrApp is live!
This week I:
🌟 Corrected data errors across tribunal posts
🌟 Fixed broken links
🌟 Improved dark mode and high-contrast readability
🌟 Expanded guides with updated data
Building free, accessible tools for injured workers and persons with disabilities across Canada.
https://www.3mpwrapp.ca/weekly-recap/2026/05/04/weekly-recap-week-19/
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Week 19 recap for @3mpwrApp is live!
This week I:
🌟 Corrected data errors across tribunal posts
🌟 Fixed broken links
🌟 Improved dark mode and high-contrast readability
🌟 Expanded guides with updated data
Building free, accessible tools for injured workers and persons with disabilities across Canada.
https://www.3mpwrapp.ca/weekly-recap/2026/05/04/weekly-recap-week-19/
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2/2
Communication barriers may be preventing discrimination claims from being heard.
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2/2
Communication barriers may be preventing discrimination claims from being heard.
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1/2
🚨 New 3mpwrApp research: Analysis of 3,186 HRTO decisions found 73.5% of detected outcomes were abandonments, with email issues cited in 70.1% of abandoned cases.
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1/2
🚨 New 3mpwrApp research: Analysis of 3,186 HRTO decisions found 73.5% of detected outcomes were abandonments, with email issues cited in 70.1% of abandoned cases.
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The math doesn’t work...
ODSP: $1,368/month
Average 1-bedroom rent in Ontario: $2,200+/month
That leaves a deficit of $832 before food, medication, transportation, or phone bills.
Every ONSBT appeal is about more than paperwork...
The stakes are survival !
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The math doesn’t work...
ODSP: $1,368/month
Average 1-bedroom rent in Ontario: $2,200+/month
That leaves a deficit of $832 before food, medication, transportation, or phone bills.
Every ONSBT appeal is about more than paperwork...
The stakes are survival !
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New research from 3mpwrApp
We analyzed how structural barriers in ONSBT disability appeals can exclude vulnerable communities before the hearing even begins.
Key finding: many people are not denied because they are ineligible—they are excluded by the process.
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New research from 3mpwrApp
We analyzed how structural barriers in ONSBT disability appeals can exclude vulnerable communities before the hearing even begins.
Key finding: many people are not denied because they are ineligible—they are excluded by the process.
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New research from 3mpwrApp
We analyzed 13,798 Ontario Social Benefits Tribunal decisions from 2020–2026.
Our key finding: the public data reveals how the system works—but not whether it is fair.
Read the full analysis:
https://www.3mpwrapp.ca/community-updates/research/tribunal-analysis/2026/04/26/onsbt-2020-2026-comprehensive-analysis/ -
New research from 3mpwrApp
We analyzed 13,798 Ontario Social Benefits Tribunal decisions from 2020–2026.
Our key finding: the public data reveals how the system works—but not whether it is fair.
Read the full analysis:
https://www.3mpwrapp.ca/community-updates/research/tribunal-analysis/2026/04/26/onsbt-2020-2026-comprehensive-analysis/ -
💚 Why will 3mpwrApp always be free?
Because access to justice should never depend on your ability to pay.
No subscriptions. No premium tier. No ads. No selling user data.
Built for injured workers and people with disabilities across Canada — free forever.
Read the latest dev diary 👇 https://www.3mpwrapp.ca/dev-diary/2026/05/07/dev-diary-why-3mpwrapp-will-always-be-free/
#3mpwrApp #DisabilityJustice #Accessibility #InjuredWorkers #BuildingInPublic
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💚 Why will 3mpwrApp always be free?
Because access to justice should never depend on your ability to pay.
No subscriptions. No premium tier. No ads. No selling user data.
Built for injured workers and people with disabilities across Canada — free forever.
Read the latest dev diary 👇 https://www.3mpwrapp.ca/dev-diary/2026/05/07/dev-diary-why-3mpwrapp-will-always-be-free/
#3mpwrApp #DisabilityJustice #Accessibility #InjuredWorkers #BuildingInPublic
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BC expansion update: @3mpwrApp
Collected so far:
✅ BCWCAT
✅ BCHRT
✅ BCESTStill working through:
⚠️ WorkSafeBCNo analysis released yet — still collecting, validating, organizing, and stress testing data before anything goes live.
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BC expansion update: @3mpwrApp
Collected so far:
✅ BCWCAT
✅ BCHRT
✅ BCESTStill working through:
⚠️ WorkSafeBCNo analysis released yet — still collecting, validating, organizing, and stress testing data before anything goes live.
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Ontario research just expanded again.
@3mpwrApp is now collecting additional Ontario tribunal + court data including:
⚖️ ONCA (Court of Appeal)
🏛 ONLRB (Labour Relations Board)Why this matters:
Workers don’t deal with one system at a time. Claims, retaliation, unions, accommodations, appeals — they overlap.We’re mapping the connections.
Analysis isn’t live yet — we’re still collecting, validating, stress testing, and organizing the data before release.
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Ontario research just expanded again.
@3mpwrApp is now collecting additional Ontario tribunal + court data including:
⚖️ ONCA (Court of Appeal)
🏛 ONLRB (Labour Relations Board)Why this matters:
Workers don’t deal with one system at a time. Claims, retaliation, unions, accommodations, appeals — they overlap.We’re mapping the connections.
Analysis isn’t live yet — we’re still collecting, validating, stress testing, and organizing the data before release.
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Advocacy opportunities in today's news. Don't miss these →
📰 8 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government to Accelerate Clean Technology with $3.75-Million Foresight Canada Partnership
3. Manitoba Government Opens Applications for Orange Shirt Day Fund🔗 Full digest: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #Worke...
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Advocacy opportunities in today's news. Don't miss these →
📰 8 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government to Accelerate Clean Technology with $3.75-Million Foresight Canada Partnership
3. Manitoba Government Opens Applications for Orange Shirt Day Fund🔗 Full digest: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #Worke...
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Advocacy opportunities in today's news. Don't miss these →
📰 8 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government to Accelerate Clean Technology with $3.75-Million Foresight Canada Partnership
3. Manitoba Government Opens Applications for Orange Shirt Day Fund🔗 Full digest: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #Worke...
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Advocacy opportunities in today's news. Don't miss these →
📰 8 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government to Accelerate Clean Technology with $3.75-Million Foresight Canada Partnership
3. Manitoba Government Opens Applications for Orange Shirt Day Fund🔗 Full digest: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #Worke...
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On the 3mpwrApp Research page right now:
🧠 How “pre-existing” denials work
⚠️ Recognizing employer retaliation
📊 What the data reveals📚 24+ guides & templates built from real cases
Built from thousands of Ontario tribunal decisions.
Explore: https://3mpwrapp.pages.dev/research/
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On the 3mpwrApp Research page right now:
🧠 How “pre-existing” denials work
⚠️ Recognizing employer retaliation
📊 What the data reveals📚 24+ guides & templates built from real cases
Built from thousands of Ontario tribunal decisions.
Explore: https://3mpwrapp.pages.dev/research/
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Denied?
Start here if you need help
🧠 Built from 98,992 real decisions
🛠 Step-by-step appeal guides
📄 Fill-in templates you can use
Skip the noise. Start here 👇
https://3mpwrapp.pages.dev/research/ -
Denied?
Start here if you need help
🧠 Built from 98,992 real decisions
🛠 Step-by-step appeal guides
📄 Fill-in templates you can use
Skip the noise. Start here 👇
https://3mpwrapp.pages.dev/research/ -
Denied?
Start here if you need help
🧠 Built from 98,992 real decisions
🛠 Step-by-step appeal guides
📄 Fill-in templates you can use
Skip the noise. Start here 👇
https://3mpwrapp.pages.dev/research/ -
Denied?
Start here if you need help
🧠 Built from 98,992 real decisions
🛠 Step-by-step appeal guides
📄 Fill-in templates you can use
Skip the noise. Start here 👇
https://3mpwrapp.pages.dev/research/ -
🔴 Breaking: The Disability Bulletin
📰 21 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government on Track for Lowest Deficit-to-GDP Ratio in Canada
3. Manitoba Government Launches Community Toolkit to Support Health-Care Recruitment and Retention👉 Today's news: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #WorkersRights #Canada ...
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🔴 Breaking: The Disability Bulletin
📰 21 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government on Track for Lowest Deficit-to-GDP Ratio in Canada
3. Manitoba Government Launches Community Toolkit to Support Health-Care Recruitment and Retention👉 Today's news: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #WorkersRights #Canada ...
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🔴 Breaking: The Disability Bulletin
📰 21 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government on Track for Lowest Deficit-to-GDP Ratio in Canada
3. Manitoba Government Launches Community Toolkit to Support Health-Care Recruitment and Retention👉 Today's news: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #WorkersRights #Canada ...
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🔴 Breaking: The Disability Bulletin
📰 21 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government on Track for Lowest Deficit-to-GDP Ratio in Canada
3. Manitoba Government Launches Community Toolkit to Support Health-Care Recruitment and Retention👉 Today's news: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #WorkersRights #Canada ...
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🔴 Breaking: The Disability Bulletin
📰 21 curated stories on disability rights, accessibility & workers' rights.
🔥 Today's Headlines:
1. The Disability Bulletin
2. Manitoba Government on Track for Lowest Deficit-to-GDP Ratio in Canada
3. Manitoba Government Launches Community Toolkit to Support Health-Care Recruitment and Retention👉 Today's news: https://3mpwrapp.pages.dev/blog/#curated-daily
#3mpwrApp #DisabilityRights #Accessibility #ChronicIllness #WorkersRights #Canada ...
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New feature just dropped. Free forever. Built for YOU....
Feature Spotlight: Accommodation Request Tracker: Never Let Them Ghost You
https://3mpwrapp.pages.dev/blog/
#3mpwrApp #DisabilityRights #Accessibility -
New feature just dropped. Free forever. Built for YOU....
Feature Spotlight: Accommodation Request Tracker: Never Let Them Ghost You
https://3mpwrapp.pages.dev/blog/
#3mpwrApp #DisabilityRights #Accessibility -
The 3 Flywheels of Change...
Feature Spotlight: 3 Flywheels of Change
https://3mpwrapp.pages.dev/#flywheels
#3mpwrApp #DisabilityRights #Accessibility -
The 3 Flywheels of Change...
Feature Spotlight: 3 Flywheels of Change
https://3mpwrapp.pages.dev/#flywheels
#3mpwrApp #DisabilityRights #Accessibility -
Ontario data, live right now:
📊 230K+ real records
🛠 Data → tools → action
🔁 Outcomes feed back
📈 Next case gets strongerThat’s the flywheels of 3mpwrApp !
Watch it in action 👇
https://3mpwrapp.pages.dev/research/
Use it. Be part of it.
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Ontario data, live right now:
📊 230K+ real records
🛠 Data → tools → action
🔁 Outcomes feed back
📈 Next case gets strongerThat’s the flywheels of 3mpwrApp !
Watch it in action 👇
https://3mpwrapp.pages.dev/research/
Use it. Be part of it.
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New tool: Injury × Industry Matrix
See which injuries happen most in which industries — based on real Ontario data.
This helps you:
• Spot risk patterns
• Understand your claim context
• Build stronger evidenceExplore: https://3mpwrapp.pages.dev/injury-industry-matrix
Built by & for injured workers, disability community, advocates & public.
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New tool: Injury × Industry Matrix
See which injuries happen most in which industries — based on real Ontario data.
This helps you:
• Spot risk patterns
• Understand your claim context
• Build stronger evidenceExplore: https://3mpwrapp.pages.dev/injury-industry-matrix
Built by & for injured workers, disability community, advocates & public.
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2/2
Update: heard back from CanLII.
Outcomes aren’t available beyond the API, and bulk extraction isn’t permitted.
That means ~93.9% of decisions don’t clearly show who won.
So we built around it:
• AI classification to reconstruct outcomes
• Community feedback to close the gap over timeWe’re building this in public — use it, challenge it, share your outcome.
Next up: BC.