Blog
Articles on AI, software development and quantitative finance
LLMs: Reliability & Hallucinations. GPT-5.5 vs Open-Source for SMEs
LLM hallucinations are a major hurdle for SMEs. We delve into how GPT-5.5 and open-source models stack up in terms of reliability, offering vital insights for CTOs and founders to make informed decisions for critical processes.
Sovereign LLMs & AI Infrastructure: Control, Costs, and Data Privacy for Your SME
Generative AI is surging demand for computing power, leading to bottlenecks and vendor lock-in. 'Sovereign' LLMs offer SMEs crucial control, predictable costs, and enhanced data privacy, moving beyond external dependencies.
AI Agents: Reasoning, Multimodality, Long-Context – Real Impact for SMEs
AI agents are evolving with multimodal reasoning and long-context capabilities. Discover their practical impact for SMEs and developers, moving beyond current limits to unlock true opportunities.
AI Agents: From Tools to Controlled Autonomy for Your SME
AI agents promise process autonomy but demand governance and 'stop signs' for security. We explore integration, evaluating essential tools and benchmarks for your SME to ensure safe, productive adoption.
Anthropic's Enterprise Push: Opportunities & Challenges for Italian SMEs
In many wellestablished Italian companies – picture a manufacturing firm with 150 employees or a financial consultancy with 70 – the AI conversation quickly moves past initial ex
Claude Fable 5 and Mythos 5: Impact on Italian SMEs
Anthropic launches Fable 5 and Mythos 5. This article explores their impact on Italian SMEs, covering cost optimization, workflow enhancements, and practical AI applications. An essential guide for CTOs and founders.
AI at the Front Desk: Transforming 30 Daily Calls with Smart Voice Assistants
Learn how an AI voice assistant can manage 30 daily calls for your SME, routing inquiries and booking appointments. We explore the tech stack, monthly costs, and human escalation model for complex cases, freeing up valuable staff time.
OpenAI IPO: Business Impacts from AGI Vision to Market Dynamics
OpenAI's anticipated IPO and AGI vision are hot topics. This article unpacks the practical implications for SMB CTOs and founders, covering cost strategies, innovation, and the broader AI market landscape.
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.