bonsAI

Our work in Generative AI focuses on harnessing the power of large language models (LLMs) and deep learning techniques to revolutionize scientific discovery. We have experience implementing retrieval augmented generation (RAG) with vector databases, building agentic systems, and fine-tuning local models.

At bonsAI, we specialize in recommendation engine development to deliver customized, data-driven insights in real time. Our team has successfully designed and deployed content-based recommendation engines in cloud environments like AWS and Azure, leveraging semantic encoding and advanced machine learning algorithms to improve resource allocation and user experience. From fitness assessments to resource optimization, our AI-driven solutions are helping organizations make smarter, more efficient decisions.

We are pioneers in neuromorphic engineering, using advanced neural network architectures and hardware like Intel Loihi 2 to mimic the brain's spiking dynamics and process complex data faster and more efficiently. This innovative approach, coupled with neuromorphic hardware, enables real-time processing with inference times as low as 100 microseconds—ideal for critical applications like communication and signal processing.

As AI technology evolves, so does the need for trustworthy and ethical AI. At bonsAI, we are committed to developing transparent, explainable AI models that are not only effective but also fair and accountable. We work closely with stakeholders to ensure that our AI solutions adhere to high ethical standards, promoting trust and confidence in their use. We are dedicated to ensuring that our advancements in AI benefit all sectors of society while safeguarding privacy, security, and fairness.

Our team is highly experienced in AI integration—taking complex machine learning models and seamlessly integrating them into existing systems. We work with clients to develop custom AI solutions tailored to their unique needs, whether it’s optimizing a manufacturing process, enhancing predictive analytics, or automating repetitive tasks. From the initial research phase to deployment, we offer end-to-end support to ensure that our AI solutions drive tangible business value.