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.
@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.
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
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
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/
2/2
Communication barriers may be preventing discrimination claims from being heard.
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.
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 !
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.
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/
Lissa
3mpwrApp