Blog
Articles on AI, software development and quantitative finance
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.
AI Agents and Software Development: The Dawn of Intelligent Collaboration
The evolution of Artificial Intelligence agents is rewriting the rules of software engineering, transforming what was once science fiction into operational reality. It's no longe
Evolving AI: Models, Platforms, and Strategic Development for SMEs
The AI landscape is rapidly evolving with new models, cloud expansion, and open-source solutions. Grasping these shifts is vital for SMEs and startups aiming to innovate and maintain control, from selecting the right models to defining strategic development approaches.
AI Ethics and Governance: A Guide for SMEs and Startups
AI's integration with society raises critical challenges, from autonomous vehicle liability to hiring algorithm biases. SMEs need robust governance and compliance, as required by the AI Act, to foster a responsible and trusted digital future.
AI in Software Development: Costs, Ethics, and Operational Strategies
AI revolutionizes software development, bringing unexpected challenges: high costs, IP ethics, and strategic governance. Navigate these risks, optimize AI use, and ensure sustainable innovation.