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AI apps & MVP development

Build your AI app or MVP and put it in front of real users in weeks

For founders launching a new product and companies adding AI to how they work. We scope tightly, design the screens, build the web or mobile app with AI at the core, and launch it, with senior engineers reviewing every part and you owning the code.

Sound familiar?
  • An AI pilot that never reached production
  • Agency quotes of 6–9 months for a first version
  • An AI-built prototype that breaks with real users
Book a free audit callGet a fixed quote
MVP live in 4–8 weeksClaude, OpenAI, Gemini and Azure OpenAIWeb, iOS, Android and admin panelYou own the code
app.yourbrand.com/ai-apps
Knowledge Assistant
OverviewConversationsSourcesEvaluationsCosts
Assistant · Usage
Updated just now
Questions answered12,480
Answers with sources100%
Eval score94%
Avg. response2.1 s
Last 12 months
JFMAMJJASOND
Answer quality by team
HR92%
Sales84%
Support88%
Finance71%
QuestionSourceScoreStatus
Leave policy for contract staffHR Manual p.140.97Answered
Warranty on model X-200Product sheet0.95Answered
GST on export servicesTax notes0.62Sent to expert
Steps to onboard a dealerSOP-070.93Answered
ISO 9001:2015Certified delivery
CMMI Level 3Defined engineering process
Microsoft · Zoho · SalesforceRegistered partner
500+ projectsDelivered in India, the UK and the UAE
The challenge

Most AI pilots and new products stall before real users

AI demos are easy and first versions are slow to build. The risk is spending months on the wrong thing, or launching something users can't trust.

30%

of generative AI projects predicted to be abandoned after proof of concept by end of 2025

Source: Gartner, July 2024
42%

of failed startups said the main reason was no market need

Source: CB Insights, startup post-mortems
95%

of enterprise generative AI pilots studied showed no measurable impact on profit and loss

Source: MIT NANDA, 2025 (via Fortune)
The challengeWhat it costs youHow Involve solves itWhat changes
Building every feature on the wish listWhat it costs youBudget gone before you learn what users wantHow Involve solves itScope workshop to cut v1 to the 5–8 features that prove the ideaWhat changesSmaller first spend
Demo works, but fails on real users and dataWhat it costs youMoney spent with nothing in productionHow Involve solves itEvaluation sets, testing with real data and staged rollout before launchWhat changesA launch you can measure
AI gives confident wrong answersWhat it costs youUsers stop trusting it, and errors reach customersHow Involve solves itAnswers grounded in your documents, with citations and human review where it mattersWhat changesAnswers users can check
Prototype built with AI tools, not production-readyWhat it costs youSecurity holes, crashes and data loss with real usersHow Involve solves itSecurity review, tests, deployment and monitoring before launchWhat changesSafe for real users
Usage costs grow with every userWhat it costs youUnpredictable monthly billsHow Involve solves itCaching, model routing and usage limits designed in from the startWhat changesCost per user known up front
Illustrative return on investment

A founder validating a new product idea

Assumptions

  • Typical full build quoted at about 6 months
  • MVP scoped to the core features that prove the idea
~6 weeks vs ~6 monthsTime to first real users
~4 months earlierLearning gained
Core features onlyFirst spend
Simple arithmetic from the assumptions shown, not a guarantee. The free audit works it out with your own numbers.Get my numbers in a free audit
An AI assistant answering from company documents
Benefits

AI your team and customers can trust

Built for real users, not just a demo.

Answers with sources

Every answer links back to your documents.

Data stays private

Enterprise APIs and your own cloud.

Predictable running cost

Limits per user and request.

Faster decisions

Answers in seconds instead of searching files.

Scales with your users

Production architecture from day one.

You own it

Code, data and accounts are yours.

What we build

Websites, products and apps, from idea to launch

Custom front ends and full products for founders and businesses, with AI where it adds value.

Custom websites & web apps

Fast, SEO-ready company websites and web applications, designed for your brand.

Next.jsReactLaravel
eCommerce stores

Custom online stores or headless Shopify with your checkout, catalogue and payments.

ShopifyRazorpayStripe
SaaS products

Multi-tenant SaaS with sign-up, subscriptions, billing and admin.

SubscriptionsMulti-tenantAdmin
Private & internal products

Tools for your team or members only, with secure logins and roles.

SSORolesAudit log
Marketplaces & booking platforms

Two-sided platforms for services, rentals, bookings or B2B trade.

PaymentsRatingsPayouts
Mobile apps

iOS and Android apps from one codebase, published to the stores.

FlutterPushOffline
AI assistants & chat

Chat, voice and document AI features inside your product.

ClaudeOpenAIRAG
Customer & partner portals

Portals for orders, tickets, documents and payments.

LoginsPaymentsTickets
Admin dashboards & analytics

Run the business from day one with dashboards and reports.

KPIsExportsAlerts
Launch landing pages

Pages for pre-launch sign-ups, waitlists and campaigns.

A/B testsAnalyticsForms
What's included

Everything from idea to a product people use

Pick what you need: a launch-ready MVP, an AI app on your data, or AI added to software you already have.

Knowledge assistants

Chat with your policies, manuals, contracts and product data, with sources for every answer.

  • Search across thousands of documents
  • Role-based access

Document and voice AI

Read invoices, forms, IDs and handwritten notes; turn speech into documents in many languages.

  • OCR and data extraction
  • Transcription and summaries

AI agents inside your apps

Agents that look things up and take actions in your systems through APIs and MCP.

  • Rules and approvals
  • Full action logs

AI features for your product

Smart search, summaries, recommendations and copilots added to your SaaS or portal.

Scoping workshop

We cut the idea down to the features that prove it works.

  • User flows
  • Feature priority list

UI/UX design

Clickable screens you approve before we build.

Admin panel

Manage users, content, orders and payments.

Payments and integrations

Razorpay, Stripe, WhatsApp, email, maps and more.

Evaluation, safety and cost

Test sets, quality scores, red-teaming and cost dashboards before and after launch.

See it working

Three kinds of AI apps we build most

A
Acme Assistant
Verified business · online
What's the warranty on the X-200 pump?10:12
The X-200 has a 24-month warranty from invoice date, covering motor and controller.
Source: Product sheet X-200, p.210:12
Does it cover installation damage?10:13
No. Installation damage is excluded unless installed by an authorised dealer.
Source: Warranty policy §4.210:13
Step 01 of 03

Knowledge assistant

Staff or customers ask questions and get answers from your own documents, with sources.

  • Citations on every answer
  • Hand-off to an expert
  • Usage and quality reports
Try it

Ask the sample knowledge assistant

Answers come from sample company documents, with sources.

Company knowledge assistantInteractive demo · sample documents

Pick a question to see how the assistant answers from your documents, with sources.

Industry examples

Where AI Apps & MVP Development pays back, by industry

Typical projects and where the return comes from. In the free audit we estimate it for your own volumes and processes.

Legal & compliance teams

Knowledge assistant over contracts and precedents

Associates spend hours searching past contracts, opinions and circulars.

What we build
  • Search and Q&A across your documents
  • Answers with clause-level sources
  • Access by team and matter
Where the ROI comes from
  • Less research time per matter
  • Consistent answers across the team
  • Faster onboarding of juniors
Track: Time per research query · repeat questions to seniorsRelated case: Intexting
Manufacturing plants

Shop-floor SOP and maintenance assistant

Operators wait for a supervisor or engineer to explain SOPs and troubleshooting steps.

What we build
  • Assistant on mobile in local language
  • Answers from SOPs, manuals and past tickets
  • Photo-based issue logging
Where the ROI comes from
  • Less downtime waiting for experts
  • Fewer process deviations
  • Knowledge kept when people leave
Track: Mean time to repair · SOP deviations
Clinics & healthcare groups

Patient intake and report explanation

Doctors start each consult reading scattered history; patients call back asking what reports mean.

What we build
  • Intake form summarised before the consult
  • Plain-language report explanations
  • Follow-up reminders
Where the ROI comes from
  • More consults per clinic day
  • Fewer call-backs about reports
  • Better patient satisfaction
Track: Consult preparation time · report call-backsRelated case: BMD & Sattvam
Fintech founders

Loan or lead marketplace MVP

You need to prove lenders and borrowers will use the platform before raising or spending more.

What we build
  • Borrower app with eligibility checks
  • Partner portal for lenders and DSAs
  • Admin panel and reports
Where the ROI comes from
  • Demand proven before a full build
  • Investor demo with real users
  • Spend only on features that matter
Track: Cost to first 100 users · lender sign-upsRelated case: OfferMeLoan
Mobility & logistics startups

Booking and driver app MVP

You need customer booking, driver dispatch and payouts working in one city first.

What we build
  • Customer booking app
  • Driver app with trips and earnings
  • Dispatch dashboard and payouts
Where the ROI comes from
  • Launch in one city in weeks
  • Real unit economics from real trips
  • Clear roadmap for version 2
Track: Bookings per week · cost per tripRelated case: GoodLuckTaxi
D2C & agri brands

Subscription or traceable-product store

You want to sell direct with a story marketplaces cannot tell, such as farm-level traceability.

What we build
  • Store with subscriptions or batches
  • Traceability pages per batch
  • Delivery and admin tools
Where the ROI comes from
  • Higher margin than marketplaces
  • Repeat customers through subscriptions
  • Brand story that justifies premium pricing
Track: Repeat purchase rate · margin per orderRelated case: Urjafarms
Get an ROI estimate for your business
Use cases

Where AI apps pay off

Legal & professional services

Case notes, contract review and drafting from your own precedents.

Healthcare

Patient intake summaries, report explanations and appointment assistants.

Manufacturing

SOP and maintenance assistants for shop-floor teams.

Fintech marketplaces

Lead and loan aggregation, eligibility checks, partner portals.

Booking and logistics apps

Ride booking, dispatch, driver payouts, tracking.

D2C and subscription stores

Subscription boxes, traceable products, delivery apps.

Already built with AI tools?

We harden AI-built apps for real users

Apps built with Cursor, Lovable, Bolt, Replit, Antigravity or Claude get to a demo fast, then break on security, performance or deployment. We review, fix and deploy them.

  • Security review: exposed keys, missing auth checks, open admin routes
  • Code clean-up and tests on the critical paths
  • Database indexes, caching and load testing
  • Production deployment, backups and error logging
  • Fixed-scope findings report with every fix listed
Get your app reviewed
app.yourbrand.com/app-hardening
Involve Review
SummarySecurityCodeInfraFixes
App Hardening Report
Updated just now
Critical issues4fixed
High11
Test coverage12% → 64%
Load time4.8s → 1.2s
Last 12 months
JFMAMJJASOND
Readiness score
Security90%
Performance78%
Code quality66%
Deployment82%
FindingAreaSeverityStatus
API keys exposed in front endSecurityCriticalFixed
No auth check on admin routesSecurityCriticalFixed
N+1 queries on dashboardPerformanceHighFixed
No database backupsInfraHighIn progress
Comparison

Involve vs other ways to build an AI app

How we compare with the usual options.

InvolveFreelancerNo-code AI builderLarge agency
Production architecture and securityVariesLimited
Evaluation and quality testingSometimes
Integrations with your systemsVariesLimited
You own code and dataCheck contract
Monthly supportUnreliablePlatform only
Time to first version2–3 weeksVariesDays, with limitsOften months

Based on publicly available information as of November 2026. Features and pricing vary by plan and partner.

Only at
Involve
The Involve AIM Framework

Audit. Implement. Manage.How we deliver AI Apps & MVP Development

The check every project should pass before money is spent. AIM makes sure you pick the right project, at the right scope and cost, and that someone is accountable for it after go-live.

AStep 1

Audit

Week 1 · free call + 3–5 day review

We check the use case, data quality, privacy needs and expected cost per user before anything is built.

  • Use case and success measure
  • Data and privacy review
  • Model and cost options
You getAI feasibility report and fixed quote
IStep 2

Implement

Fixed scope and timeline

Our in-house team configures, builds, integrates and migrates, in weekly releases you can see and test.

  • Setup, build and integrations
  • Data migration and testing
  • Training and go-live support
You getWorking system, documentation and training
MStep 3

Manage

Monthly plan

We monitor answer quality, costs and usage, update models and add features every month.

  • Quality and cost monitoring
  • Model updates
  • New sources and features
You getMonthly quality and cost report
45%

average budget overrun on large IT projects, which also deliver 56% less value than planned. Source: McKinsey & University of Oxford

Why start every project with AIM

Most overruns start before the first line of code: the wrong tool, a vague scope or no owner after launch. The audit catches those for free.

Five questions AIM answers before you spend1Is this the right problem to solve first?2Buy, configure or build?3What will it really cost, all in?4What can go wrong, and how do we avoid it?5Who runs it after go-live?
Know the cost before you commit

A fixed scope and quote come out of the audit, not halfway through the project.

Vendor-neutral advice

We recommend what fits, including tools we don't sell, or doing nothing.

A report you keep

The audit report is yours to use with any vendor, no obligation.

Right project first

Work is ranked by payback, so the first project earns its keep.

One team end to end

The people who audit are the people who build and support it.

Value after go-live

Monthly reviews keep systems used, improved and worth what you pay.

The audit is free, takes 3–5 business days and the report is yours to keep.
Start with a free AIM auditHow the framework works
How it works

From first call to go-live

A fixed plan, written down before work starts.

Use case & data

Pick the job and check the data

Prototype

Working demo in about 2 weeks

Evaluate

Test with your real questions

Build

Production app, security, admin

Launch

Rollout, training, monitoring

Improve

Monthly quality and cost reviews

Packages

Choose how to start

Every package is quoted at a fixed price after a short requirement call.

Most chosen

MVP Build

A working product in 4–8 weeks.

  • Design and development
  • Web or mobile app plus admin panel
  • Payments and key integrations
  • Hosting and launch
  • 30 days support
Get a fixed quote
Most chosen

AI App Build

A production app in 8–12 weeks.

  • Web and/or mobile app
  • Admin console and access control
  • Evaluation, guardrails and cost limits
  • Launch, training and support
Get a fixed quote
Fix

AI-built App Hardening

Make a Cursor, Lovable, Bolt or Replit app safe for real users.

  • Security and code review
  • Fixes, tests and performance
  • Production deployment and monitoring
  • Fixed-scope findings report
Get a fixed quote
Technology

Tools and standards we work with

ClaudeReasoning, documents and agents
OpenAI & GeminiModel choice per task
Azure OpenAI in FoundryEnterprise deployment
pgvector & QdrantVector search
MCPConnect agents to your systems
Laravel, React & FlutterApps and admin panels
LaravelBack end and admin
React & VueWeb front ends
Estimate your project

Estimate your AI Apps & MVP Development: hours, cost and savings

Most companies only share a price after several calls. Here you see the hours, our hourly rate and what the same work costs elsewhere, before you talk to anyone.

Currency

Indicative estimate. Market rates: Clutch 2026 averages for custom software development (India $25–$49/hour, US $50–$99/hour); large consultancies often charge $100+/hour. Your fixed quote follows a free audit call. Licences and third-party fees are billed separately by the vendor.

Real work, not stock images

Screens from projects we built and run

Taken from live client systems. Client data is masked. Open any project to see the problem, what we built and the result.

Intexting.com: screen from the live project
Intexting.com: screen from the live project
IntextingAI ProductsView case study
Urjafarms: screen from the live project
Urjafarms: screen from the live project
UrjafarmsAgriculture & eCommerceView case study
Mapians.com: screen from the live project
Mapians.com: screen from the live project
MapiansTravel & MobilityView case study
Case studies

Work we have delivered

Real projects from our clients and products, with the problem, what we built and the outcome.

AI ProductsInvolve product

Intexting.com

Involve-built product

AI speech, audio, video, and image-to-PDF tool purpose-built for government employees and legal practitioners.

< 60 SecTranscription Speed
Python AILaravelWhisperOCR
Read case study
TelecomInvolve product

Roam Communications Limited

Involve group company

Global telecom distribution and eSIM provisioning portal powered by Claude AI automated customer classification and GoHighLevel CRM workflows.

24/7AI Automated Triage
Claude AIGoHighLevelStripeeSIM APIs
Read case study
Government & Public Sector

Annasaheb Patil Arthik Magas Vikas Mahamandal

Maharashtra state corporation

Centralized eHRMS with geo-location employee tracking, transport-linked payroll calculation, AI WhatsApp chatbot handling citizen queries with human hand-off, and Microsoft Power BI/Copilot analytics.

25,000+Citizen Queries Handled
Custom LaravelWhatsApp BotMicrosoft Power BICopilot
Read case study
AI ProductsInvolve product

PromptEngage.com

Involve-built product

WhatsApp integration product connecting Meta, Wati, Interakt, and WhatChimp into a single centralized routing layer for CRM triggers.

50K/MinHigh-Throughput Routing
Meta Cloud APIWatiInteraktNode.js
Read case study
Telecom

Core Communications Limited

Telecom, UK

Custom Laravel topup management portal with AWS infrastructure, n8n workflow automation, telecom carrier API integrations, automated MIS, and dedicated AWS engineering pods.

10,000+Daily Carrier Top-Ups
LaravelAWSn8nTelecom APIs
Read case study
Travel & MobilityInvolve product

Mapians.com

Travel eSIM brand

eSIM management portal featuring telecom carrier integration and automated QR code delivery upon purchase.

< 3 SecInstant QR Delivery
Telecom SM-DP+ APIsStripen8nLaravel
Read case study
See all case studies
Real people, in-house

The team you will actually work with

No hand-offs to freelancers. The people below lead the audit, the build and the support, from our Nashik office.

Meet the full team
Nikkhil Kiran Sonar, CEO & Managing Director at Involve TechnologiesNKNikkhil Kiran SonarCEO & Managing DirectorShubhangi Kiran Vispute, Owner & Co-Founder at Involve TechnologiesSKShubhangi Kiran VisputeOwner & Co-FounderUmesh Wankhede, Business Development Manager at Involve TechnologiesUWUmesh WankhedeBusiness Development ManagerMurtaza Rajas, Business Development Manager at Involve TechnologiesMRMurtaza RajasBusiness Development ManagerNitin Chintamani, Senior Functional Consultant at Involve TechnologiesNCNitin ChintamaniSenior Functional Consultant
The Involve Promise

Six commitments, in writing, before you sign

They are part of every proposal for AI Apps & MVP Development. After go-live you also get 30 days of free hypercare: anything we built that does not work as agreed is fixed at no cost.

Fixed quote, no surprise bills

The price in your signed scope is what you pay. Any change needs your written approval first.

A free audit you can keep

The written audit summary is yours to use with any vendor, with no obligation to hire us.

Progress you can see every week

Weekly demos and a written update, so you always know what is done and what is next.

Your code and data, always yours

Full source and data export at any time. No lock-in, no hostage hosting.

Replies within one business day

Every message answered within one business day, with faster response times on Manage plans.

NDA before you share anything

We sign your NDA, or ours, before we see your systems or data.

Written into every proposal and contractBook a free audit call
Free audit call

Tell us your idea and get a fixed scope for your AI app or MVP

A short call to understand your process. You get a written scope, timeline and fixed quote.

Book the callSee case studies
  • Use case and data check
  • Model and cost estimate
  • Prototype plan and fixed quote
FAQs

AI apps & MVP FAQs

Which AI model do you use?

We choose per task: Claude, OpenAI, Gemini or Azure OpenAI. We test options on your data and pick on quality, cost and privacy needs.

Is our data used to train models?

No. We use enterprise APIs that do not train on your data, and can deploy inside your own cloud.

How do you stop wrong answers?

Answers are grounded in your documents with sources, tested against evaluation sets, and sensitive questions go to a person.

What does it cost to run?

We estimate cost per user and per request during the prototype and set limits, so there are no surprise bills.

Who owns the app?

You do: code, data and accounts are yours once the project is paid for.

Can it run in our Azure or AWS account?

Yes. We can deploy in your cloud account or host it for you.

Do we own the code?

Yes. You own the code, designs and accounts once the project is paid for.

Can you work with our existing designs or code?

Yes. We review what you have and continue from there, or advise if a rebuild is cheaper.

Do you use AI to build?

Yes, AI tools speed up our work, and senior engineers review and test everything before release.

Can you help after launch?

Yes, through support or the monthly Product Partner plan.

Why Involve Technologies

Why businesses choose Involve Technologies

Software, AI and platforms are only half of it. The other half is the team that sets them up for your business and keeps them running.

Our team in Nashik
ISO 9001CMMI Level 3
Offices in Nashik, London and Dubai
One accountable team

We audit, build, migrate, train and support. You deal with one team from first call to monthly support.

In-house engineers

Our own developers customise and extend what we deliver, so changes do not wait on an outside vendor.

Fixed-scope quotes

Scope, timeline and monthly plan are written down before work starts.

Training in your language

Hands-on training for admins and staff in English, Hindi and Marathi.

Your data, your control

Dedicated environments, backups and full data export whenever you need it.

Support after go-live

A monthly Manage plan with a named team that knows your setup.

ISO 9001:2015Certified quality management for every delivery
CMMI Level 3Defined, repeatable engineering processes
Microsoft · Zoho · SalesforceRegistered partner of all three
India · UK · UAEOffices in Nashik, London and Dubai
Get in touch

Let's talk about AI Apps & MVP Development

Tell us what you need in four quick steps. You get a reply from a consultant, not an auto-responder.

Usually replies within 2–4 business hours
Always within one business day · Mon–Sat 10:00–19:00 IST
  • Free 45-minute discovery call
  • Indicative quote on the call
  • Mutual NDA on request
Involve Digital Technologies Pvt. Ltd. team@involvetechnologies.com · +91 90963 02211Nashik, India · London, UK · Dubai, UAE
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