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AI matchmaking · MIISCO product

AI-powered matchmaking built around compatibility, community and meaningful connections.

A community-first matchmaking platform by Smart Maheshwari, owned and managed by MIISCO LLP. It serves the Maheshwari, Agrawal, Oswal and other Baniya sub-communities, and uses AI to recommend compatible partners based on behavioural metrics, cultural preferences and personality profiles — on the web and on iOS and Android.

Google PlayApp Storesmartmatrimony.aiBuild something like this
increase in active user engagement
40%
improvement in match conversion rate
28%

MIISCO / 01What we built

One product. 2 live surfaces.

Built for: Maheshwari, Agrawal, Oswal and other Baniya sub-communities

01 / Mobile app

Smart Matrimony App

Cross-platform iOS and Android app with AI compatibility scoring, real-time messaging and verified profiles.

Google PlayApp Store
  • AI compatibility scoring engine with ML vectors
  • Real-time messaging via WebSockets
  • Advanced cultural and demographic filtering
  • Interactive match insights and compatibility reports
  • Secure verification workflows (Aadhaar and social profiles)
  • React Native
  • Expo
  • TypeScript
  • WebSocket
  • Context API
  • Expo Notifications
  • Firebase
  1. The problem

    Traditional matrimony platforms rely on manual filters, leading to endless scrolling and choice paralysis.

  2. The solution

    Engineered an AI matchmaking system that dynamically scores profiles based on machine-learning compatibility vectors.

  3. Key challenge

    Synchronising state and ensuring real-time consistency across both web and React Native mobile clients.

  4. Outcome

    Increased active user engagement by 40% and improved match conversion rate by 28%.

02 / Web app

Smart Matrimony Web

Community-first web platform with granular community filters, real-time chat and premium plans.

smartmatrimony.ai
  • Advanced profile matching with compatibility scoring
  • Real-time chat with voice call support
  • Subscription and premium plan management
  • Community-specific filters (gotra, sub-caste, city)
  • Firebase push notifications
  • Mobile-responsive with PWA support
  • React
  • TypeScript
  • Material UI
  • Firebase
  • Context API
  1. The problem

    Existing platforms lacked deep community-specific filters and cultural context for Baniya sub-groups.

  2. The solution

    Built a community-first platform with granular filters, real-time communication and a culturally sensitive UI.

  3. Key challenge

    Balancing privacy with profile visibility while maintaining a seamless real-time chat experience.

  4. Outcome

    Launched successfully with active users across the Maheshwari, Agrawal and Oswal communities.

MIISCO / 02How it's engineered

The engineering behind it.

  • 01

    AI compatibility engine

    Profiles scored dynamically with machine-learning compatibility vectors.

  • 02

    Real-time everywhere

    WebSocket messaging kept consistent across web and mobile clients.

  • 03

    Privacy controls

    Profile visibility balanced against discovery, enforced across chat and search.

  • 04

    Verification

    Aadhaar and social-profile verification workflows keep the community trustworthy.

Smart Matrimony is where we learned what it takes to run a consumer AI product: recommendation quality, onboarding, trust and safety, and shipping web and mobile releases without breaking live users.

  • AI
  • React Native
  • Web
  • Mobile
  • Matching

MIISCO / 03More live products

Other products built by MIISCO

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An AI chess coach that understands how you play — and teaches what you need to learn next.

  • AI Coaching
  • Chess Engine
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Discover spiritual events, book with QR tickets, follow hosts and watch live — on web and mobile.

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Maheshwari Infotech

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  • ERP
  • Field service
  • React Native
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Explore ProductGoogle Play

MIISCO / Start

Want something like Smart Matrimony? Let's talk about your version.

  1. 01We read your briefAn engineer — not a salesperson — replies within one business day.
  2. 02A focused callWe ask the questions that shape scope, risk and cost.
  3. 03A written planScope, approach, team and estimate you can compare and challenge.

Prefer email? vishal@miiscollp.com
Or call +91 7000285287

01 / 04

What are we building?
About a minute. No sales scripts.