Neoteric
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
Tech Stack
Is This a Fit?
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.
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
Use Cases
Case Studies

Gen AI Platform Built from Scratch in 8 Months
TechnologyBuilt a complex generative AI platform that turns customer interactions into actionable intelligence, delivered within 8 months.

GPT-4 Chatbot Optimization
TechnologyChallenge
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
Business ServicesBuilt predictive models that reduced customer churn by more than 20% while delivering 10x ROI for the client.

Predictive Course Recommendation System
EducationBuilt a course recommendation system using predictive models to boost internal growth opportunities.

Fitness Studio Digital Platform
Health & FitnessHelped a fitness studio move online, reaching over 20,000 new users.

Performance Management Tool for Employee Engagement
Human ResourcesBuilt a performance management tool designed to boost employee engagement.
At a Glance
Location
Gdansk, Poland
Founded
2005
Team Size
51 – 200Typical Budget
$50,000–$199,999
Timeline
12–24 weeks for full product builds; shorter for scoped POC or integration projects
Delivery
HybridRemoteEngagement
Project BasedRetainerPricing
$50 - $99Client Tier
StartupMid MarketRegions Served
Western EuropeNorthern AmericaNorthern EuropeLanguages
EnglishPolishCertifications
Best AI and ML Company 2021
Focus Areas
Specialties
Verticals
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| Signal | |||
|---|---|---|---|
| Category | AI Product Development | AI Product Development | AI Product Development |
| Location | Gdansk, Poland | Chino Hills, United States | San Francisco, United States |
| Team Size | Not listed | Not listed | Not listed |
| Client Tier | Startup | Startup | Enterprise |
| Delivery Model | Hybrid | Remote | Hybrid |
| 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 |