Artificial Intelligence & Automation
Explore my thoughts on AI, agent systems and how they're transforming the way we work.
Codex in Production: The Deployment Pattern Three Enterprise Cases Just Confirmed
A Pattern That Repeats in 48 Hours Three official OpenAI publications, released between 20 and 22 May 2026. Three different sectors — aviation,…
Suno and AI Music Creation: The Creative Infrastructure Europe Does Not Control
What the data shows: four tracks in one day On 11 May 2026, four distinct Suno-generated tracks — Memorize Props , Food (Just For Fun) , Laundry and…
Open-Weight RAG Stack: Why the Embedding and Reranking Layers Moved Before the Agents Did
What Just Forced a Layer-by-Layer Reassessment Between 14 and 19 May 2026, three independent publications reshaped the economics of enterprise…
Codex and ElevenLabs Roleplay: Two Enterprise AI Agent Architectures Built for Different Mandates
Why the comparison matters now On 13 May 2026, ElevenLabs published a case study documenting how the company coaches hundreds of sales…
Google Finance AI Reaches Europe: The Financial Interpretation Layer Is Now American
What happened On 11 May 2026, Google announced the European rollout of a reimagined, AI-powered Google Finance with full support for local languages,…
Granite 4.1, Nemotron Omni and DeepSeek-V4: Three Open-Weight Models That Don't Compete for the Same Enterprise Job
What Just Shifted in the Open-Weight Enterprise Landscape Between late April and early May 2026, three separate teams published technical posts on…
DeployCo: When OpenAI Absorbs the Integration Layer, European Leverage Shrinks
What just changed in San Francisco On 11 May 2026, OpenAI announced the launch of DeployCo, a distinct commercial entity whose stated mission is to…
One AI Track Per Day on Suno: What This Pace Signals for Enterprise Content Teams
What Suno's Publication Cadence Actually Measures Between 30 April and 10 May 2026, a continuous stream of tracks appeared on Suno: "Morning Drive"…
OncoAgent: The Dual-Tier Architecture That Makes Compliance Structural in Clinical AI
The setup: oncology sits at the hardest intersection for clinical AI Clinical decision support in oncology is one of the most consequential…
The AI Maturity Gap: What OpenAI's B2B Signals Research Reveals About Enterprises Pulling Ahead
The pattern: two groups, one accelerating gap On 6 May 2026, OpenAI published its B2B Signals research, examining how the most advanced enterprises…
AlphaEvolve Moves Into Global Infrastructure: The Decision Perimeter Europe Cannot See
What Google DeepMind announced on 6 May 2026 AlphaEvolve is Google DeepMind's coding agent, powered by Gemini. On 6 May 2026, the lab published an…
Anthropic and SpaceX: What the 7 May Compute Deal Means for European Digital Sovereignty
The 7 May announcement: two measures, one structural signal On 7 May 2026, Anthropic published a two-part announcement, per the company's official…
Voice AI in Production: The Three Signals That Confirm the Pilot Phase Is Over
The pattern: three maturity signals in seven days The week of 29 April to 6 May 2026 concentrated three publications that form a coherent market…
Anthropic splits its model line: Opus 4.7 for safety, Mythos for power
A line drawn sharper than ever before Until now, every lab shipped a flagship and left enterprises to manage the risk-performance trade-off…
Cascade Partnerships: How Google DeepMind Now Controls Enterprise Access to Frontier AI
What the Sources Actually Measured On 22 April 2026, Google DeepMind published an official post announcing partnerships with "global industry…
AI Model Behaviour Drift: The Signal Enterprise Teams Are Not Reading Yet
A Recurring Pattern: Model Behaviour Is Not Fixed at Deployment Two major publications within 48 hours. OpenAI documents how unpredictable…
Granite 4.1: The Five-Phase Pipeline That Proves Architecture Discipline Beats Scale
The Business Problem: One Model, Contradictory Goals IBM's specification for Granite 4.1 was enterprise-grade from the outset: Apache 2.0 licence,…
Agent-Controlled Visual Production: What Higgsfield's MCP Integration Changes for Organisations
The announcement: one protocol, thirty models, four named clients On 30 April 2026, Higgsfield.ai published its MCP — Model Context Protocol —…
BioMysteryBench and Gemini TTS: Two Launches That Redraw the Lines Between Anthropic and Google
The Signal That Forced a Reassessment For years, the competition between Anthropic and Google DeepMind played out on the same axes: scores on general…
AGI Infrastructure: Stargate Centralises Compute in the US, Europe Negotiates from the Margins
What just happened On 29 April 2026, OpenAI published a document titled Building the compute infrastructure for the Intelligence Age . The message is…
GPT-5.5 Reshuffles the Enterprise AI Vendor Deck: What Leaders Should Take Away
GPT-5.5 shipped on April 23, 2026, six weeks after GPT-5.4. At that cadence, planning an enterprise AI stack on a 36-month horizon means relying on a…
DeepSeek-V4's Million-Token Context: What It Actually Changes for Enterprise AI Agents
Think back to the first time a client walked in with a 400-page contract and hoped an AI agent could read it "in full." The reality: split into…
Google's 8th-Gen TPUs and an Austrian Data Center: Why Infrastructure Is Now the Real AI Battleground
Every time a product team sends an AI API call, custom silicon somewhere in a data center fires up to answer. Most digital leaders never think about…
Twenty Years, Almost 250 Languages: What Google Translate's Maturity Arc Tells Enterprise AI Leaders
The pattern: experimental AI becomes critical infrastructure — on its own schedule Google Translate launched as an AI experiment in 2006, according…
What 81,000 Workers Reveal About AI: The Data That Reframes the Strategic Debate
Think back to every boardroom discussion in 2023: "Is AI going to eliminate jobs?" The question surfaced at every leadership meeting, with the only…
Apple Turns the Page: Tim Cook Steps Down, Engineer John Ternus Takes Over
It is enough to think back to the day an entire generation unboxed its first iPhone to measure the distance travelled. That feeling of holding a…
Chrome as Orchestrator: The Browser You Open Every Day Has Fundamentally Changed
What changed in April 2026 Within a few days, Google published two distinct deployments that alter the fundamental nature of Chrome. The first,…
Siri Rebuilt on Gemini: The Foundation Shift Apple Has Yet to Announce
Some decisions appear in press releases. Others live in architecture documents, weeks before any public statement. Choosing whose foundation model…
Suno v5.5: The Declaration That Tips AI Music Generation Toward Human Identity
There is something quietly disorienting about hearing yourself on a recording for the first time. The voice you thought you knew is never quite the…
WWDC 2026: The Conference Where Two Years of Apple Intelligence Promises Come Due
There are events whose weight is felt before they happen. WWDC has held that status for decades. Every first Monday of June, a single keynote…
Eleven Music: How ElevenLabs Is Rewriting the Rules of Engagement With the Music Industry
There was a time when the boundary between voice and music felt permanent. Recording studios on one side, dubbing booths on the other. Two crafts,…
Apple Intelligence in 2026: The Opacity Gap European Organisations Cannot Afford to Ignore
The global news in one paragraph In February 2026, anonymous sources suggested Apple was struggling internally with its refreshed Siri — issues…
ElevenLabs Inside European Networks: The Telco Infrastructure Bet That Raises Sovereignty Questions
The Global Picture In February 2026, ElevenLabs closed a $500M Series D led by Sequoia Capital at an $11B valuation, per Sacra. The company reached…
Suno 5.5: The Day AI Music Generation Stopped Being Generic
There is a song in every life that does not merely please — it recognises . Something in the chord progression, in the timbre, in the rhythm that…
Suno at $5 Billion: What an AI Music Generator's Valuation Reveals About the Market
The raw figure: what the source actually measured On May 5, 2026, Digital Music News reports that Suno, an AI music generator, is preparing to…
Songkick Moves from Warner to Suno: When a Generative AI Company Inherits the Live Music Graph
A decade ago, checking whether a band was playing in your city meant three open tabs, a Reddit thread, and a cobbled-together Google alert set up on…
ElevenLabs at $11 Billion: What Your Audio Stack Should Look Like in Twelve Months
Where the voice AI market actually stands today In early May 2026, ElevenLabs announces a $500 million raise led by Sequoia, bringing its valuation…
When Hospitality Meets AI: Lessons from Hyatt's ChatGPT Enterprise Rollout
Hilton, Marriott, Accor — every major hotel group is watching artificial intelligence closely. But Hyatt just took a significant step by deploying…
Waypoint-1.5: Real-Time Generated Worlds on Your Own GPU
Generative world models have long required datacenter-scale infrastructure. Waypoint-1.5 shifts this paradigm by delivering interactive, real-time…
AI Agents Learn On the Job: A Quiet Revolution for Enterprises
Enterprise AI adoption has so far relied on a trade-off: models are trained once, then deployed. Their knowledge remains frozen at the time of…
Holo3: Open-Source AI That Actually Uses Your Software
A New Milestone in Enterprise Automation On April 1, 2026, Hugging Face announced Holo3 , an AI model capable of executing complete workflows on…
The Impact of AI on Business Digital Transformation
Artificial intelligence is revolutionizing the way businesses operate, innovate, and interact with their customers. This AI-driven digital…
ChatGPT and LLMs: How to Revolutionize Your Way of Working
Since the launch of ChatGPT in late 2022, Large Language Models (LLMs) have transformed the way we work. Discover how to leverage these tools to…
AI Ethics: Towards Responsible Artificial Intelligence
As AI deploys across all sectors, ethical questions become crucial. How can we develop and use AI responsibly? Ethical Challenges of AI Artificial…
Generative AI for Design: Midjourney, DALL-E and Beyond
Generative AI tools are revolutionizing the design world. Creating unique visuals in seconds is now within everyone's reach. Generative AI Tools for…
AI Agents: The Future of Intelligent Automation
Beyond chatbots, AI agents represent the next revolution. These autonomous systems can accomplish complex tasks independently. What is an AI Agent?…
Ready to create something amazing together?
Let's discuss how I can help bring your vision to life through strategic design that delivers tangible results for your business.