Rivora Labz · UAE product engine
Rivora Labz is a founder-led technology company in the UAE, building its own ventures and selected products for ambitious partners. Every product rides the same rails: written hypothesis, working prototype, engineered system, public release.
01 · Operating model
Everything we build runs through the same product engine. The difference is who owns what comes out the other side.
Rivora Ventures
Internal theses that earn their way forward: from a written hypothesis, through prototypes, to software people use. Snook A Look is the first to go live. Others are moving through the pipeline behind it.
See the venture pipelineRivora Studio
A small number of engagements each year with founders and enterprise teams who need product engineering, not staffing. Same engine, same standards as our own ventures.
How engagements work02 · Flagship venture
Live · Dubai
A two-sided marketplace connecting cue-sports players with clubs across Dubai. Live table availability, instant booking, skill-matched opponents, and a mechanic players actually talk about: loser pays the table.
03 · Venture pipeline
Every venture carries an honest status. Nothing here is a rendered promise: live means live, prototype means prototype.
A governed voice agent that resolves early bank arrears in Emirati Arabic and English, inside approved payment terms. Winner of the Dubai AI Voice Challenge, October 2026.
One-way, pay-per-kilometre bike rentals. The founder's first startup, Jaipur 2018; it did not survive, and it is now being replanned for Dubai.
A live-match experience that makes the momentum of a game visible: real-time probability visuals on a locked design foundation, built for the second screen.
The multi-agent build system behind our ventures: specialised AI engineering agents operating under human review, written doctrine, and hard quality gates.
04 · Capabilities
No hand-offs between a thinking team and a building team. The people who frame the product are the people who ship it.
We take uncertain product ideas and turn them into testable interfaces, production systems, and releases that create real learning.
Design systems, flows, and interfaces built to survive contact with engineering. Every screen exists to answer a product question.
Native and Kotlin Multiplatform apps for iOS and Android. Mobile is our home platform, not an export target.
Booking systems, operator dashboards, and marketplaces: the server-side machinery real products run on.
AI where it changes the product, not where it decorates the pitch. Agentic tooling is part of how we build, every day.
05 · How we build
Six stages, each with a clear exit condition. The same rails carry our own ventures and partner products.
01
Write the product thesis down: the user, the problem, the bet, and what would prove it wrong.
02
Interfaces you can tap within days. Cheap to change, honest enough to test the thesis.
03
Production architecture chosen from the product's constraints, not from a fashionable stack.
04
Testing, review gates, and real-device checks before anything reaches a user.
05
Ship deliberately: staged rollouts, store submissions, monitoring from day one.
06
Measure what happened after release and feed it back into the thesis. Every release should create learning.
06 · Founder
Rivora Labz is led by Narayan Dhingra, a product engineer with a mobile-first background: Android and Kotlin at the core, shaped by enterprise engineering environments and sharpened by shipping his own products.
Rivora exists because the gap between a good product idea and working software is where most ventures die. The engine is built to close that gap: founder urgency on the front, enterprise discipline underneath.
07 · Partnerships
Studio engagements are selective by design. The engine takes on work it can be proud of, not everything that walks in.
You have the insight and the market. We bring the product system: design, engineering, and release discipline in one place.
An existing product that has outgrown its architecture, and a team that needs specialist hands to rebuild it without stopping the business.
A product bet that needs to be proven quickly and credibly before it earns a full internal team.
People evaluating Rivora as a long-term venture engine. The pipeline page shows exactly where everything stands.
Next step
The unclear brief, the stalled platform, the idea that needs to become software. That is what the engine is for.