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.

Learn More

plumber

mcpx: Because MCP Servers Shouldn’t Require a PhD in Protocol Plumbing

By Martin Treiber 93 views 8. April 2026
  The Model Context Protocol has won. Since Anthropic open-sourced it in late 2024, MCP has grown to 97 million monthly SDK downloads, over 10,000 active servers, and first-class support from every major AI platform. Google adopted it. OpenAI adopted it. The Linux Foundation now governs it through the Agentic…
kv-cache

The KV Cache – The Hidden Bottleneck Holding Back Local AI

By Martin Treiber 4638 views 27. March 2026
Everyone is talking about running large language models on laptops. Almost nobody is talking about why those models run out of memory halfway through a long conversation. The answer is not the model weights. It is the KV cache — and a paper being presented at ICLR 2026 this week…
takeoff

The Bootstrapping Has Begun

By Martin Treiber 1729 views 26. March 2026
Every frontier AI lab is now using its own models to build the next version of itself. The bootstrapping of the self improvement loop has begun and is likely to accelerate. In March 2026, three things happened within the same two-week window. Chinese AI lab MiniMax released M2.7, which they…
compass

Your PM Shouldn’t Be a Project Document Processor

By Martin Treiber 2138 views 18. March 2026
Every project manager I know spends the first few days of a new project doing the same thing: reading through a stack of documents and manually re-entering what she finds into whatever tools her organization uses. Cost sheet first — extract the invoice schedule, identify the manpower plan, record the…
Scroll to top