Hosted puzzle races through old city districts for corporate team outings
TL;DR Cluework runs three-hour puzzle races for office teams through the lanes of an old city district. Teams of five follow clues on their phones, open AR scenes at real stops and race on a live leaderboard, with a host running the day. HR teams and event agencies pay per head, and offices book again every quarter.
Indian companies spend on outings, but the menu is tired - a resort day, paintball, a bowling alley. These are a long drive away, cost a day of work and do little to mix teams who never talk. Budgets for people are tight too. One Big Four survey found India Inc spends about ₹9,700 per employee a year on training, with a third of firms under ₹5,000[1]. A team outing has to be cheap, close to the office and short. Meanwhile, Indian cities have walkable old quarters full of stories that most employees who moved there have never seen.
The seed pitched AR games that blend tourism and play for the public, and I've reframed it. Consumer AR games depend on a tourist buying once per city, and self-guided puzzle walks already exist. Corporate groups book repeatedly, pay by invoice, and value the host more than the app.
Each route covers 2–3 km of an old district with 8–12 stops. At each stop a team solves a clue built from what is physically there (a date on a gate, the number of arches), and some stops open a short AR scene showing what the street looked like a century ago. A host briefs the teams, watches the leaderboard and ends at a café or heritage venue for the reveal. Routes avoid traffic-heavy roads and inner sanctums of religious sites, and you'd start with four routes in one city.
Employees play but HR or a team manager pays from the engagement or offsite budget. Event agencies that already sell team days are a second channel and resell under their own name. You'll have to test pricing, because I found no public Indian rate card for hosted treasure hunts. Start with a per-head price close to what a mid-range team lunch costs, and see whether HR signs off without a second approval.
Hybrid work has made in-person days rarer, so teams want them to count. Companies are spending more on bringing people together - a US survey found 59% of firms raised offsite budgets since 2019, and team building takes 44% of offsite time[2]. India's business-travel spend reached US$37.2 billion (about ₹3.6 lakh Cr) in 2024[3], a sign that corporate event budgets are growing, though that figure is broad.
No public figure exists for India's corporate team-building spend. The adjacent signals are travel and tourism, where domestic tourist visits reached about 250 crore in 2023[4], and business travel is growing fast[3]. The narrow test is simple - how many HR teams in one city book a second outing within six months.
Puzzle-tour apps sell self-guided puzzle walking tours in several Indian cities, mostly to tourists and friends. One UK firm runs hosted treasure-hunt team events in London and Leeds and holds a 5.0 rating across 639 reviews[5], which shows the hosted format works. In India, team-building firms mostly sell resort and indoor activities. The gap is a hosted, invoiceable city race built for office groups.
| Difficulty | Moderate (29/100) |
| Starting capital | ₹30–55 L |
| Time to launch | 3–5 months |
The app is simple. The hard parts are writing routes that work with 60 players in narrow lanes, training hosts who can manage a crowd, and keeping neighbours and shopkeepers on side. Corporate sales cycles and late payments are the other drag, and anyone who has chased a corporate invoice knows the feeling.
No licence is needed to run the game itself. The checks are about where you play and what data you hold.
Building this outside India? The categories above usually have a local equivalent, so check with your own regulator.
Don't let AI write history facts for the AR scenes unchecked. A wrong date on a heritage gate is the kind of error locals will spot.
Want to work out the AI layer for Cluework? Talk to Yash →
Here's what can go south -
I like this as a low-capital, fast-to-test idea for a founder who enjoys writing puzzles and selling to HR, and who will run events themselves at first. It is not a venture-scale software play though. Prove that 10 companies book within three months and that half rebook within six.
Plan for roughly ₹30–55 L, mostly route writing, the app, AR scenes and hosts for the first season.
Not for the game itself. You need company and GST registration, consent for player data, and a check with local police for big groups or ASI if you go near protected sites.
Yes. Hosted team hunts already run abroad, in the UK for one. Check local rules on group events in public spaces and your own data protection law.
The free Cluework validation kit has the line-by-line capital breakdown, the effort scoring, the permissions and data checklist, a 14-day validation sprint with pass/fail targets, a 90-day launch plan, 10 interview questions for HR teams and event agencies, and 5 assumptions to test. Download the kit →
Thinking about building Cluework or something close to it? The make-or-break work is writing routes that run smoothly with large groups and getting HR teams to book again, and I'm happy to help you test both. If you need a hand, you know where to find me. Talk to Yash →
For illustration only. Names are fictional and ideas hypothetical; sourced facts are real but may be out of date. Nothing here is legal, financial or professional advice, and Yash Khatri is not personally liable for any use of it. Read the full disclaimer.