We are a company specializing in a wide range of advanced AI, Machine Learning and Data Science technologies to support your business needs. Our expertise includes development around Large Language Models, Deep Learning, Graph Neural Networks, Classical Machine Learning, Recommendation Systems, Natural Language Processing, Data Engineering and ML Ops.
What makes us unique
We combine deep expertise across cutting-edge AI, Machine Learning, and Data Science with a practical, end-to-end approach to solving real business challenges.
Professional Team
Our highly skilled team brings years of hands-on experience, deep technical expertise, and a genuine passion for solving complex business challenges.
Market Adaptation
We stay agile and forward-thinking, continuously refining our strategies and solutions to align with changing market dynamics and emerging technologies.
Fast Response
With efficient communication, a proactive mindset, and streamlined workflows, we respond quickly to your needs—keeping your projects moving forward without delays.
Focused on Quality
From planning to final delivery, we uphold a strong commitment to quality—ensuring every solution is thoroughly tested, reliable, and built to perform at the highest level.
LLMs for Businesses
Use of advanced Large Language Models improve customer interactions and automate various tasks. By utilizing these models, businesses can improve efficiency, personalize customer experiences, and make data-driven decisions with greater accuracy. We speak RAG, GraphRAG, Multi-Agentic frameworks.
LLMs for Businesses
Computer Vision
We were able to develop an efficient real-time solution that did not sacrifice the quality of the original system for a leader in the sensor development industry. Object recognition is starting to be one of our major fields of expertise.
Computer Vision
Data Analytics
Unlock the potential of your data with our Data Analytics services. We turn raw data into actionable insights, giving you a deeper understanding of your business. This empowers you to make informed and confident decisions based on real data.
Data Analytics
Recommender Systems
Boost your user engagement and conversion rates with tailored recommendation engines. We use advanced AI algorithms to deliver product suggestions, enhancing user engagement and boosting sales. By analyzing customer behavior in real-time, we ensure that users receive relevant recommendations.
Recommender Systems
Algorithm Engineering
Let’s talk about algorithms. We specialize in Algorithm Engineering, going beyond traditional algorithm design. Our expertise includes fine-tuning, implementing, and testing solutions. This ensures optimal performance in real-world scenarios, helping your business run efficiently and effectively.
Algorithm Engineering
Data Engineering & ML Ops
Simplify and improve your data processes with our Data Engineering solutions. We create strong and scalable data pipelines for easy data collection, storage, and preprocessing. Our services are customized to meet your specific needs.
Data Engineering & ML Ops
Our Services
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LLMs for Businesses
Use of advanced Large Language Models improve customer interactions and automate various tasks. By utilizing these models, businesses can improve efficiency, personalize customer experiences, and make data-driven decisions with greater accuracy. We speak RAG, GraphRAG, Multi-Agentic frameworks.
Computer Vision
We were able to develop an efficient real-time solution that did not sacrifice the quality of the original system for a leader in the sensor development industry. Object recognition is starting to be one of our major fields of expertise.
Recommender Systems
Boost your user engagement and conversion rates with tailored recommendation engines. We use advanced AI algorithms to deliver product suggestions, enhancing user engagement and boosting sales. By analyzing customer behavior in real-time, we ensure that users receive relevant recommendations.
Data Analytics
Unlock the potential of your data with our Data Analytics services. We turn raw data into actionable insights, giving you a deeper understanding of your business. This empowers you to make informed and confident decisions based on real data.
Data Engineering & ML Ops
Simplify and improve your data processes with our Data Engineering solutions. We create strong and scalable data pipelines for easy data collection, storage, and preprocessing. Our services are customized to meet your specific needs.
Algorithm Engineering
Let's talk about algorithms. We specialize in Algorithm Engineering, going beyond traditional algorithm design. Our expertise includes fine-tuning, implementing, and testing solutions. This ensures optimal performance in real-world scenarios, helping your business run efficiently and effectively.
Transparent and Simple
What our clients say
We take pride in building strong partnerships and exceeding expectations across every project.
“The Falcony AI team showcased strong technical expertise and a deep understanding of machine learning models and data science methodologies. Their work was integral in refining our technology, optimizing algorithms, and improving the system’s performance.”
Elad Tzoreff
Head of Algorithms at Sensorz
“Working with Falcony AI has been an exceptionally smooth and plesant experience. Their development of a graph-based predictive algorithm for StockFink not only enriched our predictive arsenal, but also showcased the seamless integration spirit of our collaboration.”
Dr. Juan Luis Fernández - Martínez
Co-founder of StockFink
“Navigating the AI landscape is challenging for any company today; that’s why having the ability to do it with experts like Mirza and his team is so valuable! From turning complex concepts into understandable logic, over brainstorming AI projects with you enthusiastically with an eye for detail, to having the in-house knowledge and expertise to develop all your crazy AI ideas, falcony.ai has you covered! I cannot recommend enough the quality and willingness of this team to support you in successfully embracing AI and the future!”
Murielle Marie Ungricht
Founder of Nuumani.com
“I highly recommend Falcony AI for their outstanding work in data science and machine learning. They enhanced our scoring model, improving its overall accuracy in production. Additionally, they developed a compliant way for our platform to respond to consumer inquiries automatically, without the risk of hallucinations.
The team demonstrated deep technical expertise. Their work had a tangible positive impact on our operations, improving our product offering.”
The team demonstrated deep technical expertise. Their work had a tangible positive impact on our operations, improving our product offering.”
Michael Beckes
CTO at Receeve GmbH
“Falcony AI has the great in-house expertise to let you navigate easily through your recommender dreams.
Mirza helped us to set up a detailed roadmap for our upcoming development.”
Adrian De Bolle
Founder of UNBLND
“Working with Falcony AI has been exceptionally straightforward and enjoyable. The team’s work on feature engineering and improving our AI recommendation models significantly boosted our predictive capabilities.”
Alfonso Gonzalez
Co-Founder of whizdom.ai
Case Studies
Where Trust Meets Performance
We pride ourselves on delivering consistent, dependable solutions that you can trust.
LLMs and RAGs
While it is standard procedure to use RAGs based on text-segment embeddings, the use of Knowledge Graphs can significantly improve the overall accuracy and contextual relevance of the chatbot. In this project, we effectively leveraged our core competencies in graph theory, algorithm engineering, vectorization, and LLMs.
Pricing Engine
Predicting a price at which a transportation carrier would accept transporting a load is not a trivial task. Besides distance, other factors play a role, such as weather conditions, seasonalities, and the nature of the load. For our client, we were able to design and implement a powerful pricing engine that reduced the error of the previous baseline by 60%.
Investments
We were asked to develop a system that would predict which hedge fund will invest in a particular stock and how many shares will be bought. Our solution was a Graph Neural Network model that was able to predict the links as well as the link weights (the number of shares). As a baseline, we used a graph-embedding approach based on Node2Vec.
Debt Collection
When collecting debt from bank clients, it is important to know the behavioral scores: how likely it is that this particular client will pay. Also, in the process of debt collection, one needs to know which is the best communication channel for a particular customer: whether to send an email, an SMS message, or to call the debtor. We were able to provide an effective and efficient solution, to our client’s great satisfaction.
Anomaly Detection
When surveilling a network, one typically wants to know whether a particular cell reading by a particular sensor was anomalous. Additionally, one wants to know if the signal quality and strength readings are anomalous, so that appropriate measures can be taken in a timely manner. We approached this problem using Deep Learning but also used Graph Neural Networks to enhance detection accuracy.
Recommender Systems
Recommending friends on a social network is a challenging and nuanced task. A client approached us to develop a system capable of dynamic user regrouping, assigning individuals to groups of like-minded people, in a way that actively encourages real-world, in-person interactions. While not a typical Recommender System project, it presented unique challenges for which we delivered a tailored and effective solution.
Latest Updates
From Algorithm to Application: A Look into the World of Data Science with Falcony AI
Podcast Recomendations in the ARD Audiothek with Mirza Klimenta
18.11.2024 – Building a Recommender Model for the Online Betting Shop Gamingtec
25.06.2024 – Graph-based Recommender Systems – when to use them
22.04.2024 – Content Recommendation with Graphs: From Basic Walks to Neural Networks
