For kids and grown-ups who just moved to Stamford, CT

Rooted

Settle into Stamford faster. Kids get a weekend menu of real local challenges. Grown-ups get real events to meet people. Pick one, go, and the week actually ends.

Try the demo

A 90-second walkthrough of the working prototype. No sign-up.

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Roots growing from a sapling to five real Stamford places: Old Town Hall, Mill River Park, the Fish Church, Lizsue Bagels and the Nature Center Old Town Hall Mill River Park Fish Church Lizsue Bagels Nature Center

New town, full-time jobs, no friends yet, and nobody left to plan the weekend.

Households where every kid is under 6 move more than any other kind of family: 20.5% of them in a single year. More than half of parents (54%) worry how their kid will take the move, and for kids the top worry is making friends (54%).

Sources: U.S. Census Bureau, “Households on the Move”; Rent.com survey via Banker & Tradesman.

No time to research

Two full careers leave no one free to also be the family’s activities researcher.

Lists that never end

Event listings and parent groups hand you more options. Nobody tells you when you’re done.

Everyone starts from zero

Kids worry about making friends. Grown-ups left their friends and coworkers behind too. Getting out into the new town is how both settle in, and it’s the first thing to slip.

Meet the Settling-In Family

Household
Two full-time working parents, newly relocated. Often a nanny runs the day while parents direct.
Kids
About 2 to 7, toddler through early elementary: the most common age to move with, and the easiest.
Grown-ups
New city, no network yet. They want two or three real places to meet people this week, not a feed of 200 events.
Real pain
Weekends are the only open family time, and there’s no spare capacity to plan them.
What they want
A short menu the kid chooses from, a few real events for themselves, and a way to mark things done instead of watching the list grow.
The Parkers’ weekBefore Rooted
MonWork, bothNanny pickupUnpacking
TueWork, bothNew school forms
WedWork, bothLate callDentist search
ThuWork, bothNanny pickup
FriWork, bothToo tired
Sat
?
Mill River ParkOld Town Hall
Sun
?
Lizsue BagelsWeekly recapDone
Weekend planned and closed out

How it works, for kids and grown-ups

  1. Pick

    Kids choose a real Stamford challenge, closest first. Grown-ups pick a real event, soonest first.

  2. Go

    A parent or the nanny takes the kids. Grown-ups get the time, place and link on one card, with a map.

  3. Show it

    A kid’s challenge closes when they show what they learned or a real encounter is logged, not just by showing up.

  4. Done

    A weekly recap tells the family the week is finished, and enough of them earns the kids a certificate.

Kids · Track A, ages 5 to 12

Learn it, then show it

Learn a real fact about the city, then apply it: point out where the mayor works and say what happens there, or lead the way to Old Town Hall from memory.

“The water goes all the way to the Sound!”

Kids · Track B, ages 2 to 4

Go and meet it

No quizzes. Say hello to the person behind the bagel counter, climb the wooden ship, spot the fish in the Fish Church. Closes with a logged real encounter.

“Today’s top bagel is everything!”

Grown-ups

Meet your people

Real, hand-checked Stamford events where newcomers meet people: tech nights, trivia, founder office hours, networking. Shown as cards on a map, happening-now first.

“Vibe2Pitch is on right now at UConn!”

Kids end the week with a recap and a certificate that reflects something real, not just attendance. Grown-ups end it with a real event attended and a few new names.

The standard we borrowed: London’s “Knowledge”

To get a licence, London cab drivers memorize roughly 25,000 streets and landmarks, then prove it by driving the fastest route between any two points, on demand, with no GPS.

A 2011 study at UCL found that trainees who passed showed measurable growth in the hippocampus, the brain’s memory and navigation center. A credential means something because it was shown in the real city.

25,000streets and landmarks
3–4 yrsto prepare

Try it: Jack’s first Stamford weekend

This is the working prototype for kids. Start fresh with your own explorer, or press play and watch Jack, age 6, go from “we just moved” to a certificate. For grown-ups, open Ask Rooted and tap “Meet people in Stamford”.

Checking AI…
  1. Pick the trackA short chat: zip code, name and age, and what they’re curious about. Age sets the track.
  2. Choose and close challengesReal Stamford places sorted by distance. Track A closes when it’s demonstrated; Track B when a real encounter is logged.
  3. Wrap up the weekCount what they gave back, then a recap that says the week is done.
  4. Reveal the certificateStamford Explorer, Tier 1, with the child’s name, date, categories and challenges. Download or print.

During the walkthrough: Space pauses, the right arrow skips ahead, Esc stops. Progress is saved on this device only.

Why not just use what’s already out there?

What a busy family needsEvent listingParent groupWelcome packetGeneral AI chatbotRooted
Curates for youNoNoPartlyPartly
Kid has a real choiceNoNoNoNo
Gives closure, not an endless listNoNoNoNo
Works when the nanny runs the dayn/an/an/aNo
Builds toward a credentialNoNoNoNo
A short list of real events to meet peoplePartlyPartlyNoPartly
Knows if it’s talking to a kid or a grown-upn/an/an/aNo
Answers at a kid’s level, no open-ended chatn/an/an/aNo
Facts checked by a local personPartlyNoPartlyNo

No event listing tells your kid to learn the bagel shop owner’s name, or to point out where the mayor works and explain what happens there. That’s curated knowledge, proven the way a London cabbie proves “The Knowledge”: by driving the route, not naming it.

And a general AI chatbot never knows who is typing. Rooted does: a grown-up sets Kids or Grown-ups mode, and only a grown-up can switch back. In Kids mode answers are short and simple, stick to kid challenges, and never show outside links or events. Kids never get an open-ended chat; the AI only checks what they learned and gives a gentle hint.

What we’re standing on

Research Sourced

Experts recommend exploring the new area together and connecting with local groups as the standard way to help kids adjust after a move. Households with young kids move most often, and kids’ biggest worry after a move is making friends.

Our insight Not yet independently sourced

Two full careers leave no spare bandwidth to also curate enrichment. The certificate’s job is closure for the parent and pride for the kid, not proof for anyone outside the family.

Where AI helps Claude on Bedrock

  • Tour-guide check. A kid explains a place in their own words; Claude decides whether it shows real understanding and gives a gentle hint if not.
  • Ask Rooted. Plans the family’s weekend and finds real events for grown-ups to meet people, shown as cards on a map. In Kids mode it answers in short, simple words and only about kid challenges.
  • Built with AI. Designed in Figma, coded with Claude and ChatGPT.

Place facts checked against the National Register of Historic Places listing and stamfordhistory.org (Old Town Hall), Mill River Park Collaborative and CT Public (Mill River Park), fishchurch.org and SAH Archipedia (First Presbyterian Church), and the Stamford Museum & Nature Center. The Knowledge: Woollett & Maguire, Current Biology, 2011.

What we’d build and test next

Test closure with real families

Pilot with ten newly relocated Stamford families for four weekends. The question: does a finished week feel different from an endless list?

Reach families as they arrive

Stamford is a headquarters town. We want to test whether employer relocation teams and realtors would hand Rooted to families on day one.

Grow the menu, carefully

Use AI to draft new challenges, with a local person checking every fact on site. Then the next towns: Greenwich and Norwalk.

What we’re asking for

Families who just moved to Stamford and want to pilot, local places that would host a challenge, event organizers who welcome newcomers, and relocation or HR partners who meet families first.

Try the prototype

Team 8

H

Helen

Data, Stamford content and the pitch

P

Peter

AI prompts, backend and deployment

M

Mujtaba

Design, UI and deployment

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