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AI Proof of Concept Development Services

AI Proof of Concept Development Services

We turn your AI ideas into working PoCs in 4-6 weeks, helping you test the idea, validate its value, and decide what to build next. Production-ready, narrower in scope.
Build an AI PoC
[ Services ]

Types of AI PoC Development Services in Akveo

We build functional PoCs that let you test your AI initiatives in practice and prove their business value.

AI Use Case Discovery & PoC Assessment

We analyze your business challenge, identify where AI can deliver real value, and prioritize the most promising use cases for validation.

What you get:

  • AI use case assessment
  • Feasibility and value analysis
  • Prioritized use cases
  • PoC roadmap and recommendations

AI Prototype Development

We turn your AI concept into a functional prototype, allowing you to test the core idea with real users and data before investing in full development.

What you get:

  • Functional AI prototype
  • Core features and workflows
  • Integration with selected data or systems
  • User testing and feedback

Generative AI PoC

We build and validate Generative AI solutions for your specific business needs, from content generation and summarization to intelligent assistants and automation.

What you get:

  • Working GenAI solution
  • Integration with your business systems
  • Business-specific workflows
  • Quality and performance assessment

RAG Proof of Concept

We build a RAG-based solution that connects AI models to your business knowledge, helping you evaluate how accurately and reliably AI can work with your own data.

What you get:

  • Document processing and indexing
  • RAG pipeline
  • AI-powered search and answers
  • Retrieval and response quality evaluation

AI Agent PoC

We develop AI agents that can reason, use tools, and complete multi-step tasks, helping you assess where autonomous AI can improve business processes.

What you get:

  • Functional AI agent
  • Tool and system integrations
  • Automated task workflows
  • Agent performance evaluation

[ Case Studies ]

Discover Our AI Projects

Explore our AI projects across different industries and use cases to see how we turn AI ideas into practical solutions.

EdTech
AI Development

AI-Powered Personal Coach

50% faster task execution

We built an AI-powered personal coach that helps users manage goals, turn them into actionable plans, and break them into tasks and milestones through a chat interface. It also tracks progress and keeps users on track with intelligent reminders.

See more details
Automotive
AI Development

AI Car Diagnostic Web App

65% average token cost savings via prompt caching

For a Swedish automotive startup, we built a production-ready AI mechanic that helps drivers diagnose car issues using symptoms, fault codes, photos, and vehicle data. The app identifies the exact vehicle through license plate lookup across 9 countries, combines real repair data with 24 specialized diagnostic tools, and delivers transparent, step-by-step guidance with cost estimates.

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Finance
AI Development

Financial AI Assistant

100% regulatory compliance

For WealthFluent, we built a financial AI assistant that explains financial data without providing regulated financial advice. AI handles the conversation, while a separate calculation engine handles all financial calculations. This ensures the assistant never makes up numbers and gives users accurate, reliable information.

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[ Our Advantages ]

Why Choose Akveo for AI PoC Development?

We help you move from an idea to a validated Proof of Concept quickly, giving you the expertise, speed, and clarity to make the right investment in AI.

Test Ideas Faster

Our AI-accelerated development practices help us build and validate PoCs 2-4x faster, so you can test your idea without long development cycles.

Internal AI Hub

Our dedicated AI Hub continuously experiments with new models and tools. We test and validate approaches internally before bringing them to your project.

Senior-Level Expertise

You work directly with senior AI engineers who understand your business goals, explain technical decisions clearly, and focus on practical outcomes.

Clear, Established Process

Our established PoC process takes you from use case assessment and feasibility to development, testing, and results, without unnecessary complexity.

Built to Scale

We design PoCs with production in mind and provide a clear roadmap for scaling, including architecture, infrastructure, and next steps.

Have an AI Idea in Mind?

We'll help you assess its feasibility, choose the right approach, and build a focused PoC that shows what AI can deliver for your business.

Book a Call
[ Trusted by the Industry ]

The Proof Is in the Numbers

We turn promising AI ideas into functional PoCs that help you make confident decisions about what to build next.

Upwork logo
Retool logo
Webflow logo
RightFirms Top Service Provider 2025 badge
Top Clutch Java Developers Austin 2026 award badge
97%
client recommendation rate
4-6
weeks to a working PoC
10+
years of experience
[ Industries ]

AI PoC Development for Your Industry

Akveo builds PoCs around your specific business challenge, data, workflows, and AI goals.

EdTech

We build AI PoCs for personalized learning, AI tutors, content generation, and educational assistants, helping you test how AI can improve learning experiences.

Manufacturing

We develop AI PoCs for factory copilots, process optimization, and intelligent data analysis, helping teams validate AI use cases across production and operations.

Insurance

Our team builds AI PoCs for document processing, claims automation, underwriting support, and knowledge assistants.

Fintech

We help fintech companies validate AI use cases by developing AI PoCs for financial assistants, document analysis, and process automation.

Automotive

We build AI PoCs for vehicle data analysis, customer support, and operational automation, helping automotive companies test new AI-driven experiences.

Energy

We develop RAG solutions that make complex technical documentation, operational data, and commercial contracts easier to search and understand, helping teams seamlessly find critical information.

Logistics

We validate AI use cases across complex data and processes by building PoCs for technical knowledge assistants, document processing, and operational support.

Healthcare

We develop secure AI PoCs for clinical documentation, knowledge assistants, administrative automation, and data analysis.

[ Tech Stack ]

Our Tech Stack for AI PoC Development

We combine leading AI models, development frameworks, and cloud technologies to quickly build, test, and validate AI solutions.

LLMs & Foundation Models

OpenAI
Anthropic
Llama
Gemini
Hugging Face

AI Frameworks

LangChain
LangGraph

Cloud & Infrastructure

AWS
Azure
Google Cloud
Docker
Kubernetes
[ Partnership Models ]

Flexible Engagement Models for AI PoC Development

Choose the engagement model that fits your AI PoC goals, timeline, and team structure.

AI Proof of Concept

Create a working product to test and validate your business idea, with a polished, production-ready approach and a focused feature set.

Timeline & Pricing: 4-6 weeks, typically $15K

AI Consulting

We assess your workflows, prioritize the highest impact opportunities, and help you ship real AI systems.

Timeline & Pricing: fixed fee

Production Build

Develop a full production-ready solution with secure access control and key integrations included from the start.

Timeline & Pricing: 3-5 months, from $60K

Find Out What AI Can Do for Your Business

We'll assess your use case and identify where AI can deliver real value for your business.

Let's discuss
[ FAQ ]

Frequently Asked Questions

How Long Does It Take to Develop an AI PoC?

Most of our AI PoCs take around 4-6 weeks, depending on the complexity of the use case, data, integrations, and level of functionality required.

What Does an AI PoC Include?

A PoC typically includes the core AI functionality, relevant data or system integrations, a working user experience, testing, and an evaluation of results.

How Do You Choose the Right AI Approach for a PoC?

We start by understanding your business goal, data, workflows, and technical requirements. Based on this assessment, we select the most suitable approach, whether it involves generative AI, RAG, AI agents, or another technology.

What happens after the PoC?

Once the PoC is validated, we help you determine the next step. This can include refining the solution, optimizing its architecture and performance, estimating production requirements, and creating a roadmap for scaling.

[ Testimonials ]

Why Clients
Stay with Us

95% of our partners continue working with us beyond the initial scope and more than 70% stay with us for 2+ years.

Photo of Michael Bruns, Partner of PricewaterhouseCoopers (PwC)
A partner who thinks along with you
I’ve worked with Akveo on multiple small and large-scale projects over the last few years. Akveo is innovative, agile, and reliable. If you are looking for a development partner who thinks along with you, you will enjoy working with Akveo.
Michael Bruns
Partner, PwC
Photo of Gero Strobel, Head of Telematics & Connectivity, Erwin Hymer Group
Go on with Akveo. You won't regret it!
It`s already my second engagement of Akveo. Akveo is a straightforward company. They’re open for discussion, have innovative solutions, and they understand how to use and leverage them on the market and investing a lot in great open source products.
Gero Strobel
Head of Telematics & Connectivity, Erwin Hymer Group
Photo of Edgar Kussberg, CEO of Swiss Startup Tech
Strong partnership that fosters agile delivery of innovative solutions
Our cooperation with Akveo is the reliable foundation for delivering high quality solutions for our partners. Proactive mutual conversations on various topics around business, technology and innovation always bring fruitful opportunities for a strong long-term relationship.
Edgar Kussberg
CEO, Swiss Startup Tech
photo of Andrea Giuggioli, CTO of MySolution
Their approach is very professional and open-minded
They take care about what customer asks and they always try to give him attention and results. Even if, as in our case, the customer does not ask a "standard project" but only consultancy and support. Thanks to Akveo's outstanding consultancy services, the company will be able to launch its apps soon.
Andrea Giuggioli
CTO, MySolution

Not Sure Where to Start with AI?

Tell us what you're looking to achieve, and we'll help you figure out the right approach.
Dmitry Klim
Head of Growth
5900 Balcones Drive #21729, Austin, TX 78731
+1 (512) 921-9631