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AI PoC and MVP for Real-World Testing

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We help startups and innovation teams bring AI ideas to life with quick-turn, presentation-ready solutions built for validation and feedback through AI PoC and MVP development.

Build Your AI Prototype
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What We Do ?

What we do in AI PoC and MVP Development

We help you build a proof of concept or AI PoC and MVP development that proves your AI idea works technically and commercially before you scale it.

Use Case Refinement & Feasibility

We work with your team to identify the real-world problem, validate data availability, and scope the smartest way to build a lean first version.

AI Architecture Planning

We help choose the right model, workflow, or third-party tools (e.g., GPT, LangChain, Vision APIs) to power your PoC efficiently.

Rapid Prototype Design

We create clickable UI mockups or working demos to visualize and test how your AI product will function before committing to development.

Lightweight Model Integration

We fine-tune or connect pre-trained AI models (e.g., for text, vision, prediction) and plug them into basic workflows to create a live experience.

Task-Specific MVP Development

We build focused MVPs with essential features only so you can test, validate, and gather real user feedback with minimal risk.

API & Frontend Integration

Your PoC or MVP can connect with tools like Slack, Notion, Stripe, CRMs, or internal dashboards to show real functionality, not just slides.

User Testing & Demo Prep

We help test with real users or stakeholders and prepare a clean, presentation-ready demo for investors, executives, or early adopters.

Roadmap to Full Product

After the PoC is validated, we help you scope and plan your next build phase, including tech scaling, automation, and deployment.

Industry Adoption

Why Starting with a PoC or MVP Is Critical for AI Success

AI projects that launch with a proof of concept or AI PoC and MVP development save time, reduce risk, and build real-world confidence before major investment. Build smart, test early, and scale with clarity.

At Rain Infotech, we specialize in delivering AI PoC and MVP Development that helps businesses, institutions, and innovators unlock the true potential of artificial intelligence.

 

Speak to a Specialist

74% of AI projects

Fail due to unclear problem framing or lack of early testing

30–50% faster time to market

When teams start with a focused AI MVP instead of a full-scale build

$100k–$500k in savings

Estimated by startups that validate assumptions through PoCs before raising funds or scaling

3x higher investor interest

Reported by AI startups that can demo working models or MVPs during fundraising

82% of innovation leaders

Say MVPs helped them pivot or refine their AI product before committing major resources

capabilities-orbit
Innovation Stack

Our AI PoC and MVP Development Deliver the Greatest Impact

From chatbots to recommendation engines, we build fast, focused prototypes that prove what AI can do for your business through AI PoC and MVP development.

AI Support Chatbots

Fast-build NLP bots that answer FAQs, handle internal queries, or assist customers powered by GPT or fine-tuned LLMs.

Intelligent Search & Q&A

PoCs for knowledge base search, internal policy lookup, or document Q&A using Retrieval-Augmented Generation (RAG) and tools like LangChain.

Vision-Based MVPs

AI tools for detecting, classifying, or analyzing images and videos are great for retail, security, manufacturing, and healthcare.

Predictive Analytics Engines

Quick prototypes that forecast sales, user behavior, maintenance needs, or financial risks using historical data and ML models.

Recommendation Systems

Fast-launch MVPs that suggest products, content, or actions based on user behavior or input are ideal for ecommerce or media.

AI-Powered Content Tools

MVPs for content generation, summarization, rewriting, or translation built using existing language models and simple frontends.

AI Automation Bots

Proofs of concept that connect AI to business tools, sending emails, tagging files, or routing data through Slack, Notion, or CRMs.

Audio & Speech Use Cases

PoCs that transcribe meetings, generate voice summaries, or classify audio inputs are useful for education, media, or virtual agents.

How It Works

Our Well-Organized Approach to AI PoC and MVP Development

We guide you through a structured, agile process built to minimize risk, accelerate learning, and turn your AI concept into a functional, testable solution through AI PoC and MVP development.

  • 01

    Discovery & Use Case Alignment

    We explore your goals, users, and market fit to define a focused AI use case with real business value.

  • 02

    Technical Feasibility Assessment

    Our team evaluates available data, tools, and model options to confirm what’s possible and what’s not.

  • 03

    PoC Architecture & Sprint Planning

    We design a lean, modular architecture and break the build into clear, trackable development sprints.

  • 04

    Rapid PoC Development

    We build a functional prototype that proves core concepts, model behavior, and user interaction.

  • 05

    MVP Build & Integration

    We evolve the PoC into a scalable MVP integrated with real data, APIs, and a working UI.

  • 06

    Testing, Feedback & Roadmap Handoff

    We validate performance, gather user feedback, and provide a clear plan for future development or investment.

What We’ve Built

Success Stories That Speak for Themselves

Discover how we help visionary startups and enterprises bring Blockchain and AI-powered platforms to life, solve complex challenges across finance, retail, logistics, and more.

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Sectors

Redefining Industries with AI Development

Custom-built digital solutions tailored to the unique demands of every industry. We help businesses overcome complex challenges with AI development company.

Explore Industry

Healthcare

Enhance diagnostics through AI-powered analysis, automate patient engagement with intelligent assistants.

AI Blockchain

Finance

Streamline operations with AI-driven fraud detection, predictive analytics, and algorithmic decision-making.

AI Blockchain

Retail

AI personalizes the shopping experience with product recommendations, demand forecasting, and customer segmentation.

AI Blockchain

Insurance

Accelerate claims processing with AI document analysis and underwriting automation, reduce fraud through smart.

AI Blockchain

Media & Marketing

Create high-impact campaigns, generate content at scale, and optimize performance with AI.

AI

Education

Deliver personalized learning paths, automate assessments, and generate intelligent content with AI.

AI

eCommerce

Boost conversions with AI-powered recommendations, automate customer support, and optimize.

AI
Tech Stack

Platforms & Tools We Use

We combine cutting-edge AI platforms with proven infrastructure to deliver next-gen products that solve real problems.

AI Models

Dive into various AI models including NLP, Computer Vision, and Reinforcement Learning. We leverage state-of-the-art architectures to solve complex problems and drive innovation.

Service Included:

Whisper
GPT
ElevenLabs
Gemini
Runway
Llama
Leonardo
Claude
Gemma
Grok
Mistral
Phi
Midjourney
Stable Diffusion

AI Frameworks

Expertise in AI frameworks such as Keras for deep neural networks, Hugging Face Transformers for NLP, and OpenCV for computer vision, enabling the development of advanced machine learning and deep learning solutions.

Service Included:

Runpod
TensorFlow
PyTorch
Replicate
HuggingFace
Google Colab
Google NotebookLM
Kaggle
Deepnote
SageMaker
Fal

Vector Database

Leveraging vector databases like Pinecone, Weaviate, and Milvus for high-performance similarity search in AI applications, enabling advanced semantic search and recommendation systems.

Service Included:

Pinecone
Weaviate
Zilliz
Milvus
Supabase
MongoDB Atlas
ChromaDB
Elasticsearch
Qdrant
Redis

AI Tools

Leveraging advanced artificial intelligence tools and frameworks such as TensorFlow, PyTorch, and scikit-learn to design, build, train, and deploy highly intelligent applications, while ensuring efficiency, scalability, and adaptability across a wide range of real-world use cases.

Service Included:

Bubble
Replit
Airtable
n8n
Vercel
Loveable
Windsurf
Github Copilot
Bolt
Zapier
Make
Cursor
CodeWhisperer
Why Rain Infotech?

Why Leading Brands Choose Rain Infotech

Trusted by global clients and partners for delivering secure, scalable, and future-ready Blockchain and AI solutions with reliability, speed, and deep domain knowledge.

10+ Years of Excellence

Founded in 2015, we’ve grown into a globally trusted agency delivering high-impact digital solutions.

Blockchain & AI Under One Roof

Dual expertise in Web3 and GenAI – from smart contracts to custom LLMs and AI copilots.

Custom & White-Label Solutions

Whether you need a fast MVP or a fully branded platform, we’ve built it all.

Startup Agility + Enterprise Maturity

We adapt fast like startups, and deliver reliably like enterprise teams.

Security-First Development

From DeFi platforms to AI agents, security is baked into our architecture and code.

Transparent Communication

You’re never left guessing – we collaborate openly from start to scale.

Blogs

Resources & Insights

Explore expert blogs, technical guides, and curated insights to help you build smarter with AI and Blockchain.

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Testimonial

What Our Clients Say

Trusted by global clients and partners for delivering secure, scalable, and future-ready Blockchain and AI solutions with reliability, speed, and deep domain knowledge.

300+
Coin-Token development
100+
Web3 Mobile-Web Apps Delivered
50+
dApps Built on EVM Chains
30+
Decentralised Web & Mobile Wallet

Just genius. Just pure genius. Fun to work with. On time. Not only was he very accessible but he delivered more than what was committed, I got my work well before time for which I was really satisfied.

Hanson Nguyen
Orlando, United States
Johannes testimonial video
Johannes, Dubai

Their blockchain expertise is unparalleled. They helped us launch our token and build a secure, scalable dApp. The communication throughout the project was excellent.

Mike Rotch
Web3 Innovator
Rainer testimonial video
Rainer, Estonia

Amazing team! They understood our vision perfectly and delivered a cutting-edge AI solution that exceeded our expectations. Highly recommend for complex projects.

Sarah Chen
Tech Startup CEO
Orhan testimonial video
Orhan, Germany

Just genius. Just pure genius. Fun to work with. On time. Not only was he very accessible but he delivered more than what was committed, I got my work well before time for which I was really satisfied.

Hanson Nguyen
Orlando, United States
Mughira testimonial video
Mughira, USA

Their blockchain expertise is unparalleled. They helped us launch our token and build a secure, scalable dApp. The communication throughout the project was excellent.

Mike Rotch
Web3 Innovator
Tine testimonial video
Tine, Philippians

Amazing team! They understood our vision perfectly and delivered a cutting-edge AI solution that exceeded our expectations. Highly recommend for complex projects.

Sarah Chen
Tech Startup CEO
Bright Enabulele testimonial video
Bright Enabulele, USA

Just genius. Just pure genius. Fun to work with. On time. Not only was he very accessible but he delivered more than what was committed, I got my work well before time for which I was really satisfied.

Hanson Nguyen
Orlando, United States
Louis Kelly testimonial video
Louis Kelly, UK

Their blockchain expertise is unparalleled. They helped us launch our token and build a secure, scalable dApp. The communication throughout the project was excellent.

Mike Rotch
Web3 Innovator

Just genius. Just pure genius. Fun to work with. On time. Not only was he very accessible but he delivered more than what was committed, I got my work well before time for which I was really satisfied.

Hanson Nguyen
Orlando, United States
Johannes testimonial video
Johannes, Dubai

Their blockchain expertise is unparalleled. They helped us launch our token and build a secure, scalable dApp. The communication throughout the project was excellent.

Mike Rotch
Web3 Innovator
Rainer testimonial video
Rainer, Estonia

Amazing team! They understood our vision perfectly and delivered a cutting-edge AI solution that exceeded our expectations. Highly recommend for complex projects.

Sarah Chen
Tech Startup CEO
Orhan testimonial video
Orhan, Germany

Just genius. Just pure genius. Fun to work with. On time. Not only was he very accessible but he delivered more than what was committed, I got my work well before time for which I was really satisfied.

Hanson Nguyen
Orlando, United States
Mughira testimonial video
Mughira, USA

Their blockchain expertise is unparalleled. They helped us launch our token and build a secure, scalable dApp. The communication throughout the project was excellent.

Mike Rotch
Web3 Innovator
Tine testimonial video
Tine, Philippians

Amazing team! They understood our vision perfectly and delivered a cutting-edge AI solution that exceeded our expectations. Highly recommend for complex projects.

Sarah Chen
Tech Startup CEO
Bright Enabulele testimonial video
Bright Enabulele, USA

Just genius. Just pure genius. Fun to work with. On time. Not only was he very accessible but he delivered more than what was committed, I got my work well before time for which I was really satisfied.

Hanson Nguyen
Orlando, United States
Louis Kelly testimonial video
Louis Kelly, UK

Their blockchain expertise is unparalleled. They helped us launch our token and build a secure, scalable dApp. The communication throughout the project was excellent.

Mike Rotch
Web3 Innovator
FAQs

FAQs About AI PoC and MVP Development

A PoC (Proof of Concept) tests the feasibility of an idea in a controlled, limited setting. An MVP (Minimum Viable Product) is a usable version with core features built for real user feedback.

A PoC usually takes 2–4 weeks, while an AI PoC and MVP can take 6–10 weeks, depending on complexity and data readiness.

Common examples include document summarization, predictive analytics, intelligent chatbots, recommendation systems, and image classification.

Yes. We can integrate APIs from OpenAI, Anthropic, or others to reduce development time while customizing the experience.

All you need is a defined use case and access to relevant data. We’ll help clarify both during our discovery phase.

We follow industry best practices in data encryption and anonymization and comply with regulations like GDPR, HIPAA, or SOC2 when applicable.

Yes. We offer pitch support and investor-ready documentation as part of our AI PoC and MVP development Services to help position your AI product for funding rounds.

You receive full ownership of the codebase and product. We can also support with scaling, iteration, or transitioning to your in-house team.

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