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Artificial Intelligence


AI Operating System for Procurement: How Pivot Reinvents Enterprise Purchasing
Summary Pivot has raised €34.4M to develop an AI operating system for procurement that provides real-time visibility into committed spend, automates critical workflows, and integrates with dozens of ERPs, serving enterprise clients like DoorDash and Flix. Key takeaways Pivot closed a €34.4M Series B round to expand agentic AI in procurement and improve spend visibility before closing. Pivot's product centralizes sourcing, approvals, purchasing, invoicing, and reporting to pre

Marc Griffith
May 214 min read


AI as a Corporate Colleague: Viktor Brings the Agent to Slack and Teams
Summary Viktor embeds an AI agent directly into Slack and Microsoft Teams to operate as a true digital employee: it studies business processes, designs automations, maintains context across thousands of documents, and achieved a significant revenue run rate in 10 weeks, with customers and real-use cases across operations, marketing, and engineering. Key takeaways An agent integrated in Slack/Teams can turn messages into concrete deliverables, reducing execution time and tool

Marc Griffith
May 206 min read


AI for Civil Law: Lexroom Raises €42.9 Million in Series B
Summary Lexroom, Italian LegalTech startup, closes a €42.9 million Series B promoting a data-first strategy for AI in civil-law countries; figures, security certifications and expansion plans in Spain and Germany. Key takeaways Lexroom has raised €42.9M in Series B and argues that legal AI works when built from the data layer up, not only with generic LLMs. The platform has over 6 million verified legal sources, serves more than 8,000 law firms and corporate teams, and adopts

Marc Griffith
May 195 min read


AI Operating System for Legal Professionals: LawX Aims to Transform Law Firms and Notaries
Summary LawX is developing an AI operating system for legal professionals that unifies case management, document processing, communications, and invoicing for law firms and notaries; it has raised €7.5 million in seed, aims for ISO compliance, and already has over €1 million in contracted recurring revenue. Key takeaways LawX proposes an AI operating system for legal professionals that automates administrative processes and integrates case management, document processing, and

Marc Griffith
May 184 min read


US-China Tech Competition: The First Open Confrontation on Chips and AI
Summary At the Trump–Xi summit, the US-China tech competition emerged as a central node: from opening a channel for AI dialogue to tensions over access to advanced GPUs, with practical implications for startups, supply chains, and tech governance. Key takeaways The summit established a bilateral channel to discuss model safety, operating standards, and AI proliferation risks that will influence corporate policies. Access to advanced GPUs like Nvidia's H200 remains a bargainin

Marc Griffith
May 175 min read


How Scriba Accelerates Legacy Software Migration with AI
Summary Scriba.ai offers a private AI platform that analyzes entire legacy applications and converts them into modern languages through a multi-agent pipeline. The system aims to reduce migration time and costs, preserve decision traceability, and protect a company's sensitive code. Key takeaways Using AI for legacy software migration reduces time and costs, automates conversion, and preserves business logic at operational level. A multi-agent pipeline enables semantic analys

Marc Griffith
May 164 min read


Adoption of Artificial Intelligence in Business: Multiverse Secures 60 Million Euros
Summary Multiverse has raised 60 million euros at a valuation of €1.8 billion to expand in Europe its AI and data upskilling services, boasting 50% revenue growth and over €2.2 billion in verified ROI for enterprise clients. Key takeaways Multiverse closed a €60 million round led by Schroders Capital, strengthening its leadership in upskilling for AI adoption in business. The platform combines skills diagnosis, AI training pathways, and technical partnerships (Microsoft, Pala

Marc Griffith
May 154 min read


Sales Compensation Platform: How Dolfin Transforms Incentives with AI
Summary Dolfin is an AI-native platform for managing sales compensation that automates complex plans, integrates with CRM/ERP/HRIS, and transforms processes that used to take weeks into operations completed in a few hours, enabling dynamic incentives and real-time visibility for sales and RevOps teams. Key takeaways Dolfin enables dynamic management of compensation plans, reducing manual effort and inter-team reconciliations with real-time visibility. The platform integrates

Marc Griffith
May 134 min read


Artificial Intelligence in Business: Italy Risks Becoming the Country of Prompts
Summary Artificial intelligence in business: Italian workers are experimenting with AI, but organizations struggle to turn that usage into scalable processes. Key data: 55% are producing work they couldn't handle a year ago; only 10% are Frontier Professionals; organizational leverage outweighs individual initiative. Key takeaways 55% of Italian AI users report they are now performing tasks they could not tackle a year ago thanks to AI. Only 10% of Italian users fall into Fro

Marc Griffith
May 115 min read


AI Agent Protocol: Rine.network and the Move to Interoperability
Summary Rine.network proposes an AI agent protocol that enables end-to-end messaging between agents, with verified human identity (SPID/CIE), Signal-style encryption, accessible logs, and open source. The approach aims to reduce token costs and promote interoperability among autonomous agents. Key takeaways Rine.network proposes an open-source AI agent protocol enabling E2E communications, identity verification, and user-controlled logs. The system favors institutional identi

Marc Griffith
May 105 min read


Automatic generation of architectural projects: Davis raises €4.6M and introduces Gaudi-1
Summary Davis closed a €4.6M pre-seed and launches Gaudi-1, an AI model that generates architectural projects as discrete compositions of elements (rooms, walls, layouts) while complying with regulatory and financial constraints; the service delivers outputs ready for developers and investors. Key takeaways Gaudi-1 generates architectural projects as discrete compositions of elements, improving control and speed compared to pixel-based models. Davis applies the model in an en

Marc Griffith
May 64 min read


AI Infrastructure in Europe: Mistral Raises $830M and Builds Nvidia Data Center
Summary Mistral has raised $830 million in debt to build a Paris-area data center with 13,800 Nvidia GB300 GPUs and 44 MW, as part of a plan to reach 200 MW in Europe by 2027. The move accelerates the push to create EU-sovereign AI infrastructure under EU jurisdiction, with implications for startups, investors, and policy. Key takeaways Mistral secured $830M in debt to buy 13,800 Nvidia GB300 GPUs and power a 44-megawatt data center near Paris, aiming for 200 MW in Europe by

Marc Griffith
Mar 305 min read


Energy for AI Data Centers: Three Mile Island Returns to Power AI
Summary Three Mile Island could reopen thanks to a twenty-year agreement between Constellation Energy and Microsoft to power AI data centers. The pact rekindles the debate over waste, local storage, and the real benefits for nearby communities amid ongoing regulatory uncertainty. Key takeaways A twenty-year deal between a nuclear operator and Microsoft aims to provide dedicated energy for AI data centers, reshaping energy demand models. The reopening involves on-site storage

Marc Griffith
Mar 285 min read


Ipazia: A Successful Italian AI Startup in Benchmarking
Summary Ipazia, an Italian startup founded in 2021, achieved 90.3% in ServiceNow's WorkArena++ benchmark, beating Gemini-3, GPT-5, and Claude-4. With 18 employees and seven PhDs, Ipazia uses modular agents to solve real business problems and already has applications in banking, recruiting, and responsible gaming. Key takeaways Ipazia scored 90.3% in the WorkArena++ benchmark, outperforming Gemini-3 (86.1%) and GPT-5 (79.1%), demonstrating effectiveness on complex enterprise t

Marc Griffith
Mar 234 min read


How AI sovereignty security exposes the risks of legacy infrastructures
Summary European investments in digital sovereignty and AI conceal a concrete problem: legacy systems supporting critical infrastructure remain exposed. A new AI-native vulnerability research framework has identified a critical zero-day (CVE-2026-32746) in GNU Inetutils telnetd, showing how protecting historic infrastructure is crucial for national security and AI sovereignty strategies. Key takeaways An AI-native framework can scale vulnerability surface analysis across mixe

Marc Griffith
Mar 195 min read


AI Increases Working Hours: Evidence and Implications for Startups
Summary Studies show that the adoption of LLMs and generative tools has not reduced working hours and often has increased them, turning higher productivity into greater workload. This text explains the causes, reliability limits, induced-demand effects, and operational implications for startups and tech teams. Key takeaways Adopting LLMs speeds up execution but often increases working hours because the freed-up capacity is repurposed by organizations. Model reliability issues

Marc Griffith
Mar 155 min read


AI for the Energy Industry: Delfos and the Virtual Engineer
Summary Delfos Energy, a Spanish startup, closes a €3 million Seed extension and supports over 1,000 sites across Europe. It uses a proprietary ML engine and a second AI layer to automate engineering workflows, delivering prioritized operational recommendations and natural interfaces for field teams. Key takeaways Delfos combines a proprietary machine learning engine with a second AI layer that turns operational data into prioritized recommendations for teams. The platform ac

Marc Griffith
Mar 125 min read


AI Compute Power: Nvidia and Thinking Machines at 1 GW
Summary Nvidia will provide Thinking Machines with 1 GW of AI compute power via Vera Rubin chips and strategic funding, enabling scaling of advanced models. The deal accelerates AI startups but heightens infrastructure dependencies and global sector competition. Key takeaways Nvidia is providing 1 GW of AI compute power to Thinking Machines, enabling large-scale training and development of advanced models. The deal reflects the concentration of AI infrastructure: access to Ve

Marc Griffith
Mar 114 min read


AI Agents for Compliance: Diligent AI's Race to Automate KYC/AML
Summary Diligent AI closes a €2.1M seed to accelerate AI agents that automate KYC/AML and investigations into sanctions, PEP and adverse media. Clients include Flywire and Allica Bank. Focus on Europe and the UK, with investors such as Speedinvest and Y Combinator and use cases ready to scale. Key takeaways €2.1M seed for Diligent AI, with Speedinvest and Y Combinator, to accelerate AI agents focused on KYC/AML and sanctions investigations. The agents replace static workflows

Marc Griffith
Mar 45 min read


Artificial Intelligence in Public Relations: Interview with Francesca Caon | AI Talks #21
Summary Francesca Caon analyzes how artificial intelligence is transforming public relations, offering practical tools, concrete examples and ethical reflections. The discussion covers ROI, AI use for research and content creation, and the importance of human guidance to maintain authenticity and media relations. Key takeaways AI is a tool to support human work, not a substitute: it boosts productivity, analysis and trend management without compromising empathy. The cited AI

Marc Griffith
Mar 37 min read
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