Rauch Competitive Intelligence Research
@rauchassociates.bsky.social
Rauch Associates, an American research firm with a unique approach to competitive intelligence. For nearly 30 years, we've been delivering tailored, actionable insights to clients worldwide, with a singular focus on primary research.
Britain has made a huge miscalculation– the era of the AI unemployables is here www.independent.co.uk/tech/ai-job-...
Britain has made a huge miscalculation– the era of the AI unemployables is here
While the government heralded plans for Britain’s first automated research lab, leading AI expert Professor Yu Xiong, who previously advised the UK all-party parliamentary group on the metaverse and…
www.independent.co.uk
January 7, 2026 at 4:00 PM
Britain has made a huge miscalculation– the era of the AI unemployables is here www.independent.co.uk/tech/ai-job-...
Why ChatGPT’s ‘code red’ could be the pin that pops the AI bubble www.independent.co.uk/tech/openai-...
Why ChatGPT’s ‘code red’ could be the pin that pops the AI bubble
OpenAI’s boss, Sam Altman, declared a ‘code red’ following the recent launch of Gemini 3. With data breaches and fears of an AI bubble growing, Anthony Cuthbertson argues that the company that began…
www.independent.co.uk
December 8, 2025 at 4:00 PM
Why ChatGPT’s ‘code red’ could be the pin that pops the AI bubble www.independent.co.uk/tech/openai-...
The elephant problem: Why you can’t see AI opportunities www.cio.com/article/4088...
The elephant problem: Why you can’t see AI opportunities
You’re not missing AI’s potential because it’s hiding — it’s because you’re looking too closely. Step back and see the whole system, not just the tasks.
www.cio.com
November 13, 2025 at 4:02 PM
The elephant problem: Why you can’t see AI opportunities www.cio.com/article/4088...
Intuition and gut feel still matter in the age of AI www.cio.com/article/4087...
Intuition and gut feel still matter in the age of AI
Your gut isn’t outdated — it’s the edge AI still needs. When instinct and data work together, that’s where real breakthroughs happen.
www.cio.com
November 12, 2025 at 4:02 PM
Intuition and gut feel still matter in the age of AI www.cio.com/article/4087...
If your AI investments are stalling, it's a context problem
If your AI investments are stalling, it's a context problem
If your AI’s losing steam, it’s not the tech — it’s the missing context that helps it actually understand your business.
www.cio.com
November 10, 2025 at 4:03 PM
If your AI investments are stalling, it's a context problem
The clear advantage of an 80/20 AI operating model www.cio.com/article/4074...
The clear advantage of an 80/20 AI operating model
CommScope CIO Praveen Jonnala outlines the strategy that puts culture, focus, and governance ahead of shiny tools.
www.cio.com
November 7, 2025 at 4:01 PM
The clear advantage of an 80/20 AI operating model www.cio.com/article/4074...
4 lessons on more deliberate uses of AI
4 lessons on more deliberate uses of AI
Intentionality has become the defining trait of AI maturity as CIOs across industries learn to turn enthusiasm into structure, and pilots into platforms.
www.cio.com
November 6, 2025 at 4:01 PM
4 lessons on more deliberate uses of AI
Nestlé makes AI a key ingredient www.cio.com/article/4070...
Nestlé makes AI a key ingredient
A glimpse into how the world's largest food company is using AI to optimize its forecasts, recipes, and sustainability efforts.
www.cio.com
October 17, 2025 at 3:04 PM
Nestlé makes AI a key ingredient www.cio.com/article/4070...
CIOs’ AI confidence yet to match results www.cio.com/article/4069...
CIOs’ AI confidence yet to match results
While a large percentage of IT and business leaders believe their AI efforts will meet or exceed expectations, only a small number have successfully deployed projects thus far.
www.cio.com
October 16, 2025 at 3:03 PM
CIOs’ AI confidence yet to match results www.cio.com/article/4069...
Your cyber risk problem isn’t tech — it’s architecture www.csoonline.com/article/4069...
Your cyber risk problem isn’t tech — it’s architecture
Strong cyber programs aren’t built on tech alone — they thrive when architecture, risk and culture work together.
www.csoonline.com
October 15, 2025 at 3:04 PM
Your cyber risk problem isn’t tech — it’s architecture www.csoonline.com/article/4069...
Google DeepMind launches an AI agent to fix code vulnerabilities automatically www.csoonline.com/article/4068...
Google DeepMind launches an AI agent to fix code vulnerabilities automatically
CodeMender aims to help developers keep pace with AI-powered vulnerability discovery by automatically patching security flaws.
www.csoonline.com
October 14, 2025 at 3:02 PM
Google DeepMind launches an AI agent to fix code vulnerabilities automatically www.csoonline.com/article/4068...
The CIA triad is dead — stop using a Cold War relic to fight 21st century threats www.csoonline.com/article/4070...
The CIA triad is dead — stop using a Cold War relic to fight 21st century threats
CISOs stuck on CIA must accept reality: The world has shifted, and our cybersecurity models must shift, too. We need a model that is layered, contextual, and built for survival.
www.csoonline.com
October 13, 2025 at 3:01 PM
The CIA triad is dead — stop using a Cold War relic to fight 21st century threats www.csoonline.com/article/4070...
AI could prove CIOs’ worst tech debt yet www.cio.com/article/4066...
AI could prove CIOs’ worst tech debt yet
AI-generated code and rampant AI experimentation can create their own types of costly legacy IT systems — especially when expediency and lack of oversight are the norm.
www.cio.com
October 9, 2025 at 3:03 PM
AI could prove CIOs’ worst tech debt yet www.cio.com/article/4066...
Vinod Khosla, Marc Andreessen And The Billionaire Battle For AI's Future www.forbes.com/sites/alexko...
Vinod Khosla, Marc Andreessen And The Billionaire Battle For AI's Future
Billionaire investors of the internet era are locked in a policy battle to determine whether AI’s future will be one of concentrated safety or of unfettered advancement.
www.forbes.com
October 8, 2025 at 3:03 PM
Vinod Khosla, Marc Andreessen And The Billionaire Battle For AI's Future www.forbes.com/sites/alexko...
How can we reimagine workplace productivity with GenAI? www.pwc.com/gx/en/issues...
www.pwc.com
October 7, 2025 at 3:05 PM
How can we reimagine workplace productivity with GenAI? www.pwc.com/gx/en/issues...
AI cost overruns are adding up — with major implications for CIOs www.cio.com/article/4064...
AI cost overruns are adding up — with major implications for CIOs
Most organizations miss AI cost forecasts, with nearly a quarter of IT leaders busting their budgets by more than 50%, putting stakeholder confidence and future spending at risk.
www.cio.com
October 6, 2025 at 3:02 PM
AI cost overruns are adding up — with major implications for CIOs www.cio.com/article/4064...
White paper available: AI + Human = Hybrid intelligence. DM for details.
September 24, 2025 at 3:04 PM
White paper available: AI + Human = Hybrid intelligence. DM for details.
Hybrid = confidence. Fast AI, trusted human validation.
September 23, 2025 at 3:05 PM
Hybrid = confidence. Fast AI, trusted human validation.
Speed without validation creates costly blind spots. Validation changes that.
September 22, 2025 at 3:05 PM
Speed without validation creates costly blind spots. Validation changes that.
Benchmarking shows it: AI strong on features, weak on pricing. Hybrid = coverage.
September 19, 2025 at 3:04 PM
Benchmarking shows it: AI strong on features, weak on pricing. Hybrid = coverage.
The last mile: where competitors reveal their hand. AI can’t see it. Humans can.
September 18, 2025 at 3:06 PM
The last mile: where competitors reveal their hand. AI can’t see it. Humans can.
AI gives speed. Humans give trust. Together = decision-grade insight.
September 17, 2025 at 3:02 PM
AI gives speed. Humans give trust. Together = decision-grade insight.
AI isn’t judged by volume. It’s judged by Accuracy, Completeness, and Thoroughness. That’s how we separate signal from noise.
September 16, 2025 at 3:06 PM
AI isn’t judged by volume. It’s judged by Accuracy, Completeness, and Thoroughness. That’s how we separate signal from noise.
The answer isn’t AI vs human. It’s AI with human. That’s where intelligence becomes decision-grade.
September 15, 2025 at 3:08 PM
The answer isn’t AI vs human. It’s AI with human. That’s where intelligence becomes decision-grade.
Public data is easy. Buyer-side detail isn’t. That’s where AI falls short, and why human validation matters.
September 12, 2025 at 3:01 PM
Public data is easy. Buyer-side detail isn’t. That’s where AI falls short, and why human validation matters.