MIISCOAI & Product Engineering

Everything connects to the product. Hover a node.

AI + Product Engineering

We build software that thinks, works and scales.

MIISCO designs and engineers AI-powered products, SaaS platforms, web and mobile applications, and intelligent automation for ambitious businesses.

Live products we've built
Smart Matrimony · ChessGuru · Satsang Seva · Maheshwari Infotech
Client delivery across
Healthcare · iGaming · Field service · B2B SaaS
In-house disciplines
AI · Web · Mobile · Backend · QA · DevOps

MIISCO / 02Built by MIISCO

We don't just talk about products. We build them — and they're live.

01 Smart Matrimony

Matchmaking that understands compatibility.

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

increase in active user engagement
40%
improvement in match conversion rate
28%
  • Mobile app
  • Web app

Evaluation

Nxd5 best move · found

AI coach

You found the move.

But do you understand the idea?

Nxd5 works because the bishop on e6 is defending two things at once. It's a pattern you've missed before — so it's your next lesson.Next lesson · Overloaded defenders · 3 drills

02 ChessGuru

AI coaching that learns how you think.

ChessGuru analyses a player's real games, finds the mistake patterns behind their losses, and builds personalised training around their actual weaknesses. It's designed for players rated roughly 600–1500.

  • AI Coaching
  • Chess Engine
  • Analytics
  • Personalization
  • SaaS

03 Satsang Seva

Spiritual events, live and in person.

Discover spiritual events, book with QR tickets, follow hosts and watch live — on web and mobile. Hosts run their events from a dashboard; admins moderate it all from one console.

boost in live virtual attendance
65%
of manual planning saved per event
15+ hrs
  • Web app
  • Mobile app
  • Admin console

04 Maheshwari Infotech Client product

From first call to paid invoice.

A field-service ERP and mobile app built for Maheshwari Infotech, a consumer appliances enterprise. Watch one complaint move through it.

faster complaint resolution
45%
active customers managed
500+
service complaints handled
1,000+
  • Admin console
  • Mobile app
  1. Complaint raisedWashing machine · photo and warranty attachedCustomer app
  2. Technician assignedR. Kumar · notified on the appAdmin panel
  3. Repair on siteParts selected: drum bearing × 1Technician app
  4. OTP verifiedCustomer shares the code · job signed offCustomer ↔ technician
  5. Invoice generated₹1,800 · totals calculated automaticallyAdmin panel
  6. PDF emailedComplaint resolved · customer notifiedAutomation

MIISCO / 03What we do

One engineering partner. Four core capabilities.

  1. Put AI to work inside your business.

    Agents, LLM applications and document intelligence that connect to your real systems — evaluated, guarded and observable in production.

    • AI agents
    • LLM applications
    • RAG & knowledge systems
    • Document AI
    • Copilots
    • OpenAI & Claude integrations
    Explore AI
  2. We design, build and scale digital products.

    SaaS platforms, web and mobile apps, and the backends behind them. One team owns the product from first screen to production traffic.

    • SaaS platforms
    • Web applications
    • React Native & Expo
    • Backends & APIs
    • Internal tools
    • Legacy modernization
    Explore engineering
  3. Replace repetitive operations with software.

    Map the work your team repeats every day, then hand it to workflows, integrations and AI steps that run without supervision.

    • AI workflows
    • n8n
    • RPA
    • CRM automation
    • Data pipelines
    • Business dashboards
    Automate my business
  4. Software shouldn't just ship. It should survive production.

    Automated UI, API, mobile and performance testing wired into CI/CD as release gates — engineered alongside the product, not bolted on.

    • Playwright
    • Selenium
    • API testing
    • Performance (k6)
    • CI/CD quality gates
    • Release engineering
    Explore quality engineering
System / 01 — Agent with tools running
  • RequestCustomer, document, event
  • AI agentPlans · decides
  • KnowledgeRAG over docs
  • APIsOrders · CRM · ERP
  • DataSQL · vectors
  • ActionsReply · update · escalate

MIISCO / 04How we build

From idea to production.

01 / 08 · Discover

Understand the problem.

Users, constraints and the smallest release worth shipping — written down before anyone writes code.

  • Workshops
  • Research
  • Feasibility
  • Scope
  1. Discover
  2. Design
  3. Build
  4. Intelligence
  5. Automate
  6. Test
  7. Ship
  8. Scale
×3 instances · autoscalingProduction · AWS · CI/CDUsersProblemScopeBrief ✓WebMobileAPIDatabaseAIRAGAgentCRMEmailPaymentsUI ✓ API ✓ Performance ✓ Mobile ✓

Why one team? Five vendors means five hand-offs — and nobody owns production.

  • Designer hands off to an agency
  • Agency hands off to an AI freelancer
  • QA vendor tests after the fact
  • DevOps contractor deploys
  • Nobody owns production
  • One backlog from discovery to release
  • AI, automation and QA designed in, not bolted on
  • Engineers who test their own work — and a QA practice that checks it
  • One accountable owner for production

MIISCO / 05Applied AI

Don't add AI because it's fashionable.

Add it where it changes the economics of your business.

  1. 01 Input

    CustomerWhere is my order? It was supposed to arrive yesterday.
  2. 02 AI agent

    Thinking
  3. 03 Tools

    • Knowledge Delivery policy found
    • Orders API Order #38291 fetched
  4. 04 Decision

    Order delayed at carrier — within policy, no refund needed.

  5. 05 Action

    Reply sent

    Sorry for the wait — your order is with the carrier and now due Thursday. Here's live tracking.

  1. 01

    Evaluations

    Every AI feature ships with a test set that scores its answers.

  2. 02

    Guardrails

    Scoped tools, validated outputs and policy checks.

  3. 03

    Human in the loop

    Approval steps wherever an error would be expensive.

  4. 04

    Observability

    Traces, cost and latency for every model call.

MIISCO / 06Business automation

Look inside a running business.

Every hand-off your team does by copy-paste is a workflow waiting to be automated. Click any stage to see what it does.

Automate my business

Inspecting AI analysis

In
Free-text message
What happens
Classifies intent, extracts company, budget and urgency.
Out
Enriched lead

MIISCO / 07Work

Problems we've solved.

All work

01 / Field service

Turning a phone-and-paper service operation into one digital workflow.

Maheshwari Infotech — consumer appliances enterprise

The problem
Service teams relied on manual calls and paperwork to coordinate complaint assignments, job verification and billing — causing delays and errors.
What we built
Complaints ERP with technician dispatch · React Native app for customers and technicians · OTP job sign-off between customer and technician · Automated PDF invoicing and email
Result
45% faster complaint resolution across 500+ active customers and 1,000+ service complaints
  • React
  • React Native
  • Expo
  • TanStack Table
  • Node.js
  • MongoDB
  • Firebase
See the product

02 / Consumer AIMIISCO Labs

Building an AI matchmaking product end to end.

Smart Matrimony — our own product

The problem
Traditional matrimony platforms rely on manual filters, leading to endless scrolling and choice paralysis — and lack cultural context for Baniya sub-communities.
What we built
AI compatibility scoring with ML vectors · React Native apps for iOS and Android · React web platform with community filters · Real-time chat and verification workflows
Result
40% more active user engagement and a 28% better match conversion rate
  • React Native
  • Expo
  • React
  • TypeScript
  • WebSocket
  • Firebase
See the product
ci / release · example runRunning
  1. Codequeued
  2. Buildqueued
  3. UI testsqueued
  4. API testsqueued
  5. Performancequeued
  6. Regressionqueued
  7. Quality gatequeued
  8. Deployqueued

03 / B2B SaaS

Making weekly releases safer without slowing engineering.

Growth-stage B2B SaaS product team

The problem
Long manual regression cycles were delaying releases, and defects were still found late.
What we built
Risk-ranked regression automation · Maintainable test architecture · Release-pipeline integration · Reusable test helpers
Result
Regression now runs automatically in CI on every release.
  • UI test automation
  • API testing
  • CI/CD
Read case study

MIISCO / 08In their words

What clients say about working with us.

  • Daniel SchniderCEO, Warmy

    “They delivered on time, handled feedback quickly, and consistently exceeded our expectations.”

    Read the full review

    “Amazing team and outstanding professionals! We are extremely happy with the quality of their work and the results they delivered. They demonstrated excellent communication, strong attention to detail, and a deep understanding of our requirements from the very beginning. The entire process was smooth, organized, and professional. They were always responsive, reliable, and willing to go the extra mile to ensure everything was completed to the highest standard. They delivered on time, handled feedback quickly, and consistently exceeded our expectations. It was a real pleasure working with this team, and we would gladly work with them again on future projects”

  • Marcelo OrtegaCTO, Lili Md

    “They not only met our needs but also anticipated requirements we hadn’t thought of…”

    Read the full review

    “The work done by this team really blew me away in every way. From the first chat to the final product, they handled everything in a super professional and efficient manner. What stood out to me the most was how quickly they grasped what we needed and turned it into results that were even better than we imagined. Their speed was impressive—they completed top-notch work ahead of time while still paying great attention to detail. Communication was great throughout; it was clear, proactive, and professional. They kept us updated at every step and were quick to respond to any questions or feedback. The quality of their work is excellent—remarkable attention to detail, creative solutions, and a level of skill that’s hard to come by. They not only met our needs but also anticipated requirements we hadn’t thought of, offering helpful suggestions that made the final result even better. I highly recommend them to anyone looking for outstanding professional service. Whether you want efficiency, quality, or reliability, this team delivers on all counts. They’ve raised the bar for what professional service should be, and I wouldn’t hesitate to team up with them again for future projects”

MIISCO / 09Technology

One stack, fully connected.

Proven, well-supported tools chosen for maintainability, not novelty — and everything lives in your repositories and your cloud accounts.

  • AI
  • OpenAI
  • Claude
  • Vector DB
  • RAG
  • n8n

MIISCO / Start

Have something ambitious in mind? Let's figure out how to build it.

  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.