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Neoteric

AI Product Development

Neoteric partners with startups and enterprises to design, build, and scale AI-powered software products, specializing in generative AI and GPT integration.

About

Neoteric helps startups and enterprises design, develop, and grow software products, with generative AI and GPT integration at the core of their technical capability. Based in Gdańsk, Poland, with a New York office, they have delivered over 300 projects across 5 continents since 2005. Their process begins with tailored discovery workshops to define roadmaps, then moves through UX/UI design and development with a team that is 90% senior-level engineers.

Their AI work spans building generative AI platforms from scratch, integrating GPT models into existing business workflows, developing predictive models for churn reduction and course recommendation, and optimizing LLM-powered chatbots. They serve clients across energy, fitness, EdTech, marketing, logistics, and nonprofit sectors. Neoteric has also built three VC-funded startups internally, giving them firsthand product development experience alongside their client services.

What They Do

Generative AI Development

  • Builds generative AI platforms from scratch, including LLM-powered customer interaction tools and GPT-integrated SaaS products

  • Provides GPT integration services — connecting GPT models to existing business workflows and data sources

  • Runs Generative AI Workshops to map project roadmaps before development begins

Predictive Modeling & AI Solutions

  • Engineers churn reduction models delivering measurable ROI (e.g., 20%+ churn reduction with 10x ROI)

  • Builds recommender systems and course recommendation engines

  • Optimizes GPT-4 powered chatbot performance — documented 1900% improvement in one case

AI Consulting

  • Advises on AI adoption strategy, use case identification, and implementation planning

  • Offers scoping sessions and structured workshops for AI project roadmapping

Web & Product Development

  • Develops progressive web apps (PWAs), Node.js/Nest.js backends, and React/Angular frontends

  • Builds bespoke software for fitness, EdTech, energy, and diagramming use cases

  • Delivers custom JointJS+ and yFiles-based data visualization and diagramming solutions

Digital Product Design

  • UX/UI design across web and mobile products, integrated with development from day one

Services & Tech Stack

Services

  • Custom AI App Building
  • RAG Pipeline Development
  • AI Proof of Concept
  • AI Use Case Identification
  • Prompt Engineering & Optimization

Is This a Fit?

Best For

Startups and mid-market enterprises in Europe and North America that need a hands-on tech partner to build generative AI products, integrate GPT models, or develop predictive analytics solutions from discovery through production.

Not a Fit For

Companies seeking a purely advisory engagement with no engineering deliverables, or those needing only basic website or e-commerce builds without AI or custom software requirements.

Ideal Client

CTOs, VPs of Engineering, or Founders at data-driven startups or mid-market companies who want a senior engineering team to own delivery of an AI-powered product end-to-end.

Track Record

Founded in 2005, Neoteric has delivered 300+ projects across 5 continents with a team of 50–249, 90% of whom are senior-level engineers. They hold a 5-star rating across verified Clutch reviews and a 100% client recommendation rate.

Common Outcomes

  • GPT-4 chatbot performance improved by 1900% through LLM optimization
  • Customer churn reduced by over 20% with 10x ROI via predictive modeling
  • Marketing data analysis time cut by 70% with AI-powered analytics platform, improving ROAS by 25%
  • Generative AI platform built from scratch and delivered in 8 months

Notable Clients

SiemensNestléBoeingWorld BankyWorks GmbHM3 Project Solutions Inc.Applied Storytelling Inc.TYCONflumiq Ltd

Use Cases

Workflow process automationAI customer supportCustomer churn prediction

Case Studies

Gen AI Platform Built from Scratch in 8 Months

Gen AI Platform Built from Scratch in 8 Months

Technology

Built a complex generative AI platform that turns customer interactions into actionable intelligence, delivered within 8 months.

GPT-4 Chatbot Optimization

GPT-4 Chatbot Optimization

Technology

Challenge

A GPT-4 powered chatbot was underperforming and needed significant optimization.

Solution

Neoteric applied LLM optimization techniques to the chatbot architecture.

Reducing Customer Churn by Over 20% with 10x ROI

Reducing Customer Churn by Over 20% with 10x ROI

Business Services

Built predictive models that reduced customer churn by more than 20% while delivering 10x ROI for the client.

Predictive Course Recommendation System

Predictive Course Recommendation System

Education

Built a course recommendation system using predictive models to boost internal growth opportunities.

Fitness Studio Digital Platform

Fitness Studio Digital Platform

Health & Fitness

Helped a fitness studio move online, reaching over 20,000 new users.

Performance Management Tool for Employee Engagement

Performance Management Tool for Employee Engagement

Human Resources

Built a performance management tool designed to boost employee engagement.

At a Glance

  • Location

    Gdansk, Poland

  • Founded

    2005

  • Team Size

    51 – 200
  • Typical Budget

    $50,000–$199,999

  • Timeline

    12–24 weeks for full product builds; shorter for scoped POC or integration projects

  • Delivery

    HybridRemote
  • Engagement

    Project BasedRetainer
  • Pricing

    $50 - $99
  • Client Tier

    StartupMid Market
  • Regions Served

    Western EuropeNorthern AmericaNorthern Europe
  • Languages

    EnglishPolish
  • Certifications

    Best AI and ML Company 2021

Focus Areas

Specialties

GenAI DevelopmentGPT IntegrationPredictive ModelingLLM OptimizationDiagramming Solutions

Verticals

Personalised LearningDemand Forecasting

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NeotericListed on AI Development Companies 2026

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Signal
CategoryAI Product DevelopmentAI Product DevelopmentAI Product Development
LocationGdansk, PolandChino Hills, United StatesSan Francisco, United States
Team SizeNot listedNot listedNot listed
Client TierStartupStartupEnterprise
Delivery ModelHybridRemoteHybrid
Typical Budget$50,000 – $199,999$5,000 – $50,000$500,000+
Services
Custom AI App BuildingRAG Pipeline DevelopmentAI Proof of Concept+2
RAG Pipeline DevelopmentAI Workflow AutomationCustom AI App Building+2
Custom AI App BuildingMulti Agent Workflow OrchestrationAutonomous AI Agents+2
Tech Stack
OpenAI APILlama 3LangChain
Not listed
OpenAI API