PrincipAI

Excels in sequential decision making and time series prediction

Helping businesses solve their real-world problems.

PrincipAI

Principles of Applied Artificial Intelligence

Data-Driven Financial Decision Making

PrincipAI is an Artificial Intelligence (AI) company that excels in sequential decision making and time series prediction, and helps businesses solve their real-world problems. Develop and deliver beyond state-of-the-art AI based software solutions for customer’s financial trading operations to automate and enhance their financial experience. Check our financial news aggregator and portfolio tracking platform CoinTenet that utilizes the state-of-the-art AI models.

NLP Solutions

Develop advanced NLP solutions to transform vast amounts of textual data into actionable insights. Using state-of-the-art deep learning techniques, we specialize in creating tailored NLP models for tasks such as summarization, topic extraction, sentiment analysis, and event detection. Our expertise in Retrieval-Augmented Generation (RAG) enables precise information retrieval from extensive text sources, while our custom chatbot solutions ensure seamless and dynamic customer interaction. Additionally, we fine-tune language models to align with industry-specific needs, providing clients with powerful, domain-focused insights—whether for cryptocurrency, stock analysis, education, or broader business applications.

AI Solutions

We provide companies with scalable artificial intelligence systems built using machine learning, advanced graph neural networks, and big data, available as software-as-a-service (SaaS) or on-premise solutions. Our solutions are tailored to handle complex data challenges, delivering actionable insights that drive smarter decision-making and unlock new growth opportunities. With a focus on adaptability and seamless integration, we empower businesses to leverage AI technology that evolves with their needs and scales effortlessly as they grow.

Our Vision

 

PrincipAI provides cutting-edge AI solutions tailored to meet the unique needs of diverse industries, with a strong focus on advancing personalization in EdTech and FinTech. Leveraging our expertise in natural language processing for both English and Turkish, we deliver customized AI-driven chatbots, Retrieval-Augmented Generation (RAG) applications, seamless integrations with large language models, and recommendation engines. Our team also specializes in fine-tuning language models to support specific client goals, enabling highly personalized and impactful user experiences. Committed to innovation, PrincipAI develops adaptable, next-generation AI technologies that evolve with our clients’ needs, empowering organizations across all sectors to harness the power of AI.

 

Our Services

 
  • PaiTune: Enhance Your AI with Our Fine-Tuning Solution.
    PaiTune is our LLM Fine-Tuning solution.
      Key Features:
      • Domain-Specific Adaptation
      • State-of-the-Art Performance
      • Efficient Training
      Benefits:
      • Improved Accuracy
      • Cost Savings
      • Scalability
  • PaiRAG: Revolutionize Your AI with Our Retrieval-Augmented Generation Solution
    PaiRAG is our Retrieval-Augmented Generation Solution.
      Key Features:
      • Enhanced Context Understanding
      • Accurate Information Retrieval
      • Response Generation from Local Information Sources
      • Seamless Integration
      Benefits:
      • Improved Response Quality
      • Query Processing
      • Response Generation
  • CoinTenet
    CoinTenet is our financial news aggregator and portfolio tracking platform that utilizes the state-of-the-art AI models.
    • Related News: News that are recommended by Cointenet's news recommender system
    • Categorized News: Read important news summarized and categorized by Cointenet's AI-based NLP system
    • Follow coin prices in Turkish Lira and other cryptocurrency units
  • ReCePAI
    ReCePAI is our recommendation engine, that is developed specifically for e-commerce web and mobile applications, helps companies to improve customer engagement and increase customer satisfaction via state-of-the-art AI techniques.
  • NB-FT
    NB-FT is our financial forecasting and trading platform that incorporates the state-of-the-art AI models.
    • PrincipAI’s novel product, NB-FT, which was initially funded by TÜBİTAK, is a one of its kind automated financial price and movement prediction platform. We have been gathering and analyzing large amounts of numerical and textual data both in English and Turkish languages to generate trading signals. NB-FT combines state of the art machine learning well-engineered models to make sequential financial trading decisions and take actions accordingly without human intervention so to maximize the long-term financial gain.
  • PrincipAI develops language understanding models to perform emotion and sentiment analysis of natural language data used for various purposes.
  • As PrincipAI, we build and deploy well engineered AI models that are customized to our customers’ needs. This way, we help them to improve their business processes and reduce costs through an end-to-end integration together with the power of cloud computing at the back office.
  • PrincipAI provides consultancy on data science related projects such as churn analysis, customer segmentation, new product valuation, building recommendation systems.
  • PrincipAI augments the machine learning approaches with social network analytics to exploit information obtained from network structure.

Follow our projects on Github:

 

Our Team

Articles and Talks

Recommended Articles

AI and Large Language Models

Machine Learning: Best Practices

Contact Us