Blog
Articles on AI, software development and quantitative finance
Generative AI: Supercharging Software Development & ML Research in SMEs
Generative AI is revolutionizing software development and ML research. But how? This practical analysis for CTOs, founders, and developers explores its efficiency, costs, and limitations, offering a clear path forward.
AI Dashboards for Sales Directors: Beyond BI, Intelligent Forecasting
For SME sales directors, AI dashboards go beyond static reports. Learn how AI delivers dynamic pipeline forecasting, automates weekly reporting, and when LLMs become essential for concrete ROI and swift setup.
Enterprise AI: Balancing Costs, Collaboration, and Security Against Distillation Attacks
Companies adopting AI face balancing costs vs. value, integrating collaborative tools like Claude, and protecting against distillation attacks. A holistic approach is crucial.
Open-Weight AI in 2026: Affordable Self-Hosting for Italian SMEs
Open-weight AI models by 2026 will strike the perfect balance for cost-effective self-hosting. Discover 3 ideal models and how to measure their impact for your SME.
Enterprise AI: From Enthusiasm to Concrete ROI
Italian B2B companies are seeking tangible ROI from AI. The focus is shifting to efficient adoption strategies, local deployment, or specialized outsourcing, moving beyond the initial hype.
Agentic vs. Deterministic: The Real Value and Risks of AI Agents
Understanding the difference between agentic and deterministic workflows is key to effective automation. We explore where AI agents deliver genuine value and where they add unnecessary complexity, illustrated with two practical comparisons.
Anthropic's 'Project Glasswing': Future AI Directions for Businesses
Anthropic's 'Project Glasswing' unveils the future of AI. We explore how enhanced robustness, reasoning, and transparency will impact businesses, from SMEs to enterprise developers.
Automating Sales Follow-Ups: Our AI-Powered Strategy for Technical Firms
See how a technical firm automated sales follow-ups with AI, preserving brand voice, human oversight, and GDPR compliance. Achieved tangible ROI with quick implementation.
AI Security: Beyond the Hype – Navigating Risks for Italian SMEs
Integrating AI into businesses demands robust security and responsible use. Discover how sandboxing, LLM protection, and supply chain defense reshape the roles of CTOs and developers in Italy.
Local AI Inference: The On-Premise Comeback with llama.cpp and MLX
Discover how recent updates to llama.cpp and Apple's MLX are revolutionizing local AI inference. Enjoy reduced costs, enhanced privacy, and independence from cloud services for SMEs and startups.
Advanced MLOps & Open-Source LLMs: Scaling AI for Italian SMEs
Recent advancements in advanced MLOps and LLM inference optimization (Safetensors, vLLM, Gradio) are democratizing AI. Discover what these changes mean for Italian SMEs and developers.
From Manual Quotes to AI: Four Hours in Twelve Minutes
AI can transform quote generation from hours to minutes, seamlessly integrating with legacy systems like AS400 and Zucchetti. Discover how, with clear ROI and risk considerations for your SME.