AI PROJECTS

Navigating the AI Landscape

Embarking on an AI project is a journey of transformation. With our expertise, collaboration, and commitment to excellence, we guide you through each step, ensuring that your business not only reaches but also surpasses its AI aspirations.

Laying the Groundwork: Evaluating Your Current State

When embarking on an advanced AI journey, the starting point is crucial. Before we delve into new solutions, we take a step back to evaluate your current tools and strategies. This assessment helps us understand the strengths of your existing framework, identify gaps, and recognize opportunities for enhancement. By gaining a holistic view of where you stand, we can ensure that subsequent steps are built on a solid foundation, augmenting what works and addressing areas of improvement.

Collaborative Ideation: Identifying Opportunities for Growth

The next phase is centered around collaborative ideation. Together with your team, we brainstorm, explore potential AI applications, and conceptualize strategies tailored to elevate your business operations. This process is enriched by the insights of our renowned partners, experts who bring a wealth of experience from various AI implementations across industries. By combining our expertise with your in-depth understanding of your business, we identify areas ripe for AI-driven innovation.

Crafting Custom AI Solutions

Every business is unique, and so should be its AI applications. With a clear understanding of your needs and the opportunities identified during our brainstorming sessions, we begin the process of crafting custom AI solutions. These are not generic, off-the-shelf applications; they're meticulously designed tools, models, or algorithms that resonate with your specific objectives and operational nuances. Whether it's a custom LoRA, Embedding or a RAG solution: we've you covered.

Integration: Harmonizing with Existing Systems

One of the greatest challenges businesses face when adopting new technologies is ensuring they integrate smoothly with existing systems. Our expertise shines here. We prioritize creating AI solutions that not only align with your current tools, but also enhance their capabilities. Through rigorous testing, iterative feedback, and fine-tuning, we ensure that the integration process is seamless, minimizing disruptions and maximizing synergies.

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LoRA

LoRA Without Regret: A Practitioner’s Guide to Reliable Fine-Tuning

By Zoe Spark 297 views 2. October 2025
In the early days of adapter-based tuning, LoRA often felt like a charming hack—efficient, plausible, but with a nagging question: would performance always trail full fine-tuning? New research from Thinking Machines, led by John Schulman (co-founder of OpenAI and creator of the PPO algorithm), argues that the difference is not…
mcp anthropic

The Art of Building AI Agent Tools: How MCP is Reshaping Software Development

By Martin Treiber 439 views 29. September 2025
For the past two years, the AI industry has been obsessed with model capabilities—bigger context windows, better reasoning, multimodal understanding. But an uncomfortable truth is emerging: even the most sophisticated models are hamstrung by their isolation from real-world data and tools. The bottleneck isn't intelligence; it's integration. Enter the Model…
Prompt

From Alchemy to Architecture: The Evolution of Prompt Engineering

By Martin Treiber 917 views 26. September 2025
In 1779, the world's first major iron bridge opened over the River Severn in Shropshire, England. Its architect, Thomas Farnolls Pritchard, and builder Abraham Darby III faced a unique challenge: applying an entirely new material—cast iron—to bridge construction at unprecedented scale. While some structural theory existed by the 1770s, Pritchard…
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