Because frontline work is already hard enough.

Every minute lost to a broken search system is a minute not spent connecting with the person in front of you.

Ontario alone has 60,000 community programs and services in databases like 211 - systems that don't understand your context and don't remember your last search.

We know that broken search isn't the hardest part of frontline work. But it's a part we can do something about.

Lemy

That's what Lemy is for. Lemy is an AI-powered resource discovery widget that embeds inside the tools frontline workers already use. One search bar. Natural language. Results in seconds. No new system to learn.

It does two things that nothing else in this space does:

What accumulates

Every search, every referral, every annotation generates data the sector has not had - what communities need, where the gaps are, which services actually deliver - with no extra data entry. The intelligence is a byproduct of the work.

nuAmple believes the people doing the hardest work in our communities deserve more than what the sector has been able to give them.

What Lemy is

Lemy (Let me... help you) is a portable AI widget for any website, portal, or case management system. Workers click "Ask Lemy," describe what they need in plain language, and get relevant results immediately. Context retained across queries - no starting over.

How it searches

211 has the most useful information — eligibility, intake procedures, languages, practical notes — buried in unstructured text. Lemy understands intent through context and meaning, not keywords.

How it captures knowledge

Workers contribute lore through the lightest possible friction: one-tap referral signals, AI-generated annotation options they confirm with a tap, and free-text notes when they choose. The system also captures anonymized referral patterns from case management systems.

One frontline worker told us: "Workers don't so much keep lists of services. They keep lists of people who respond." Lemy makes that knowledge shareable. Individual expertise becomes organizational memory.

What accumulates

Searches, referrals, and annotations generate data as a byproduct of the workflow. No extra data entry. Over time: what communities need, where the gaps are, which referrals connect.

Lemy in Everyday Connect

For the PoC, Lemy deploys inside Everyday Connect, Homeless Connect Toronto's resource portal — 13 years of community credibility, an established user base across the GTA.

For HCT and its partners, the immediate result is a more capable Everyday Connect — 60,000+ more listings, with knowledge capture and activity tracking that EC has never had.

Lemy is portable. What we prove inside EC can go anywhere.

The proof of concept validates the foundation — semantic search and lore capture with real frontline workers. What comes next builds on that foundation.

Lemy's Evolution: What Comes Next

We publish regardless of outcome.