How do you ensure the Gen AI solutions you develop are tailored to our specific business needs?

At Arrays lab, our approach is collaborative and you are in the center. Our AI architects design a custom Gen AI solution that will integrate with your business workflow. We utilize modern techniques like few-shot learning and domain-specific fine-tuning to ensure that a AI model understands your unique business context. Throughout the development process, we will refine the solution, ensuring it not only meets but exceeds your expectations.

What sets your Gen AI architectures apart from off-the-shelf solutions?

Gen AI is a new filed, all the solutions around are new, there are no off-the-shelf solutions just yet but there are the “generic solutions” as we call them and foundation models. Our Gen AI architectures are tailored to your very specific business challenges, offering significant advantages over generic solutions. For example:

1. Customized Language Models
2. Domain-Specific Fine-Tuning
3. Efficient Deployment: For a mid-sized e-commerce company, we reduced the model size by 70% while maintaining 98% of the original performance, allowing it to run efficiently on their existing infrastructure without requiring costly hardware upgrades.
4. Interpretability: For a financial services client, we integrated an explanation block into their credit scoring model. This allowed them to explain AI decisions to customers and regulators, improving transparency and compliance.

These examples demonstrate how our custom architectures provide tangible benefits in applicability to specific business needs, setting them apart from one-size-fits-all solutions.

Can you provide examples of how your Gen AI solutions have transformed businesses in various industries?

We’ve worked with various industries, learning the specifics of applying Gen AI:

• In healthcare, our Gen AI system for preventive helps accelerate the identification of potential issues before any symptoms by analysing the processes that will lead eventually to a serious issue.
• For The major Real estate developers, our AI-powered personalization engine increased Occupation by 45% and Clothing Time by 60%.
• In manufacturing, our predictive maintenance AI Can reduce downtime and maintenance costs.

These are a few examples of how custom Gen AI solutions are appliqued in various industries with tangible outcomes.

How do you stay ahead of the rapidly evolving field of AI and ensure your solutions remain cutting-edge?

Our team actively contributes to the open source community through open-source projects. Our R&D team has been working on DL and merging technologies like sem web, graph-based DL, quantum ML, and artificial general intelligence (AGI). We also contribute our work results to various R&D conferences, that shape the future of AI. This our commitment to R&D ensures that our clients always have access to the most proven from available advanced AI technologies, giving them a significant competitive edge in their respective markets.