AI POC & MVP Development Services
Validate Your AI Idea With Our Expert Driven Scalable POC and MVP Solutions
Why AI PoC and MVP Development Matters
Avoid costly full-scale development by validating feasibility, functionality, and ROI early.
Launching an AI product is risky without validation. Our AI PoC development services and MVP solutions help you experiment safely, efficiently, and cost-effectively. Test your concept, gain internal buy-in, and set a clear direction for scalable success.
Key Pain Points That We Can Address
Uncertainty around AI feasibility
Before committing large budgets, we help you explore whether your AI idea is technically viable.
Long development cycles
Our sprint-based process shortens timelines and delivers working prototypes in weeks.
Budget limitations for innovation
Build lean, functional versions of your AI product that maximize ROI and minimize waste.
Misaligned expectations vs. real-world performance
Early testing ensures your concept delivers real business value in real-world scenarios.
Our AI PoC & MVP Services
Rapid AI Proof of Concept (PoC) Development
Build fast, focused prototypes that demonstrate technical viability and core AI functionality.
AI MVP (Minimum Viable Product) Design & Build
Create scalable, usable AI solutions with essential features for early adopters.
Technical Feasibility Assessment
Identify risks and assess the real-world viability of your AI use case before development.
Data Collection & Preprocessing
Gather and clean the data your model needs, ensuring high-quality input for high-quality results.
Model Prototyping (ML, NLP, Vision, etc.)
Build and validate AI models tailored to your domain—whether structured data, language, or images.
Integration with Existing Systems
Seamlessly connect AI capabilities to your current tech stack for smoother adoption.
Deployment on Cloud / On-Prem
Deploy prototypes or MVPs to the environment that fits your IT strategy—cloud-native or on-premise.
PoC vs MVP: What’s Right for You?
| Features | PoC | MVP |
|---|---|---|
| Goal | Validate technical feasibility | Deliver a usable product with core features |
| Duration | 2–4 weeks | 4–12 weeks |
| Users | Internal teams | Early adopters/customers |
| Output | Prototype or demo | Live, testable product |
Our Process
Discovery & Scoping
Understand your goals, challenges, and success metrics to define the right path forward.
Data Strategy & Collection
Plan and gather the necessary data—clean, label, and structure it for optimal model training.
Rapid Prototyping
Develop initial PoC models quickly to validate feasibility and gather early feedback.
MVP Development
Build functional AI products that deliver immediate value and are ready for limited release.
Testing & Iteration
Continuously test and refine based on feedback, performance, and evolving requirements.
Feedback-Driven Roadmap to Scale
Plan the next steps based on real usage, preparing your product for full-scale development.
What Can You Expect from Our MVP Development Services?
40–60% faster time to market
Our lean methodology helps you move from idea to working AI in record time.
Reduced R&D and development costs
Avoid over-engineering and save on resources by building what truly matters.
Stakeholder buy-in with working prototypes
Visual and interactive demos help align teams and secure executive support.
Clarity on scalability and long-term viability
Know what’s next—technical requirements, business value, and roadmap to productization.
Sample Use Cases for POC and MVP
Demand Forecasting Using AI For Retailers
Predict inventory needs with precision to optimize supply chains and reduce waste.
Customer Support Chatbots (Nlp-Based)
Automate support with smart conversational AI that understands context and intent.
Chatbots for Healthcare (Nlp-Based)
NLP-based patient chatbot for symptom checking and appointment scheduling automation.
Manufacturing
Predictive maintenance system to forecast equipment failures and reduce downtime.
Logistics & Supply Chain
AI-driven route optimization to improve delivery efficiency and reduce fuel costs.
Energy & Utilities
Load forecasting models for better grid management and reduced operational costs.
Education & EdTech
Adaptive learning platforms that personalize educational content based on student performance.
AI In Aviation
Flight delay prediction using real-time weather and traffic data analytics.
Road Traffic Analysis
AI-enhanced fleet management system for real-time tracking and dynamic routing.
Food Tech
Smart food inventory and spoilage detection system using vision-based AI.
Agriculture
Crop disease detection using drone imagery and computer vision models.
Biomechanical Analysis for Sports
Athlete performance tracking and injury risk prediction using sensor and video data.
AI -Enabled Document Extraction & Classification
Turn unstructured documents into structured data using intelligent OCR and NLP.
Predictive Maintenance For Manufacturing
Prevent downtime by forecasting equipment failures using sensor and usage data.
Industries We Serve
AI-powered forecasting, personalization, and supply chain optimization.
Intelligent diagnostics, patient engagement, and data extraction.
Predictive maintenance, quality inspection, and process automation.
Route optimization, demand forecasting, and intelligent tracking.
Energy & Utilities
Load forecasting, anomaly detection, and operational insights.
Predictive maintenance, flight delay forecasting, and intelligent operations.
Route optimization, demand forecasting, and intelligent tracking.
Energy & Utilities
Load forecasting, anomaly detection, and operational insights.
Predictive maintenance, flight delay forecasting, and intelligent operations.
Real-time tracking, route planning, and autonomous vehicle support.
Smart inventory systems, AI-based food safety, and personalized nutrition platforms.
Crop yield prediction, pest detection, and smart irrigation systems.
Customer Success Story
S3 TO DELTA TABLES IN DATABRICKS
As a software company that collects canine data through sensors makes it worthwhile and feeds it to their ML algorithms for further insights, Kinship faced challenges while fetching data older than 90 days for their Machine Learning Algorithms. Folio3 augmented its staff with an experienced Data Engineering team for faster deployment, reduced system errors, and a smooth integration on the cloud.
Expertise used
Machine Learning, Data Engineering
Country
USA
Industry
Embedded Software Products
AI-Powered OCR Solution
Autocomplete is a US-based startup company that enables its users to choose their own automobile insurance plans. Combining artificial intelligence with strategic partnerships they have enabled a user experience that provides zero-effort auto-protection. Folio3 developed a state-of-the-art computer vision-based AI solution that processed the data from multiple insurance providers and input the extracted data into autocomplete application.
Expertise used
Optical Character Recognition (OCR), PostgreSQL & Django functionality
Country
USA
Industry
Insurance
AI-Powered Mental Health Chatbot
AiGenics wanted to build a platform solution addressing mental health issues and providing a platform to various people for digital cognitivist behavioral therapies and self-meditation through different proven methods. To achieve this, AiGenics needed to partner with a company that could develop the platform with an AI-powered chatbot that could provide 24/7 support and assistance on a user’s mental health.
Expertise used
Machine Learning, RasaGPT
Country
USA
Industry
Embedded Software Products
Player Performance Analysis App
Locked In Lacrosse - a lacrosse training provider based in New Jersey, sought Folio3's expertise to develop an AI-powered performance analysis app. The AI app processed training videos and extracted insights based on form and pose to determine optimal and tailored training at scale.
Expertise used
Machine Learning, Computer Vision, and Deep Learning
Country
USA
Industry
Sports
AI Based Food Detection And Health Tracking Application
Using Human-centered technology, data science, and AI Opsis Health works to improve human health and well-being everyday. Opsis needed an AI-based application to help customers keep track of their calorie count and carb intake by tracking their serving size and nutritional facts.
Expertise used
Object Detection and Counting, AI Analytics
Country
USA
Industry
Wellness and Fitness Services
Why Choose Folio3 MVP Development Services?
AI Specialists with 10+ years of experience
Leverage our deep expertise in AI/ML to ensure your project is in safe hands.
Lean, sprint-based delivery model
We move fast with agile cycles, delivering tangible results at each step.
Proven PoC-to-Production success stories
We’ve helped startups and enterprises alike go from idea to impact with real-world AI solutions.
Cloud-native and enterprise integration ready
Whether AWS, Azure, or on-prem, our solutions can easily fit into your infrastructure.
Transparent pricing and timelines
No surprises, just clear scope, deliverables, and a path to success.
Frequently Asked Questions
What’s the typical duration of a PoC or MVP?
PoCs typically take 2–4 weeks; MVPs take 4–12 weeks depending on complexity.
Can you work with our internal dev team?
Yes, we often collaborate with internal teams to integrate smoothly and transfer knowledge.
Do you offer post-MVP support?
Absolutely. We can help you scale, maintain, and evolve your AI product beyond MVP.
How much does a typical PoC or MVP cost?
Costs vary based on scope but are typically a fraction of full-scale builds—get in touch for a free estimate.
Can you help us scale after MVP?
Yes, we provide ongoing development and scaling services to take your AI from prototype to production.
