“AI WONT KILL JOBS FIRST. IT’LL KILL BIG COMPANIES.”
11/11/2025
For decades, scale was the ultimate moat: more people, more processes, more markets, more capital. Today, that same scale is an anchor. AI is exposing
Business insights and articles written by our team of world-class AI professionals
Building Intelligence at the Edge
The Mission
Sven Thiele is a technology innovator and serial entrepreneur with over three decades of experience commercializing complex IP. As the Founder of MangoMoon, he is currently focused on “Edge Intelligence”—helping businesses navigate the noise of modern AI to find measurable, revenue-driving signals.
From Mainframes to Neural Networks
Sven’s journey began early. At age 14, he was already conducting university-level research on UNIVAC mainframes, laying the groundwork for a lifelong fascination with system architecture. This deep technical fluency led him to key roles at Teknekron TIBCO and Reuters, where he helped pioneer the real-time data systems that still power global capital markets today.
The Entrepreneurial Track Record
Sven is not just a theorist; he is a builder. His career includes:
The LONDON-PARIS (Hotchillee): Founded and scaled a world-renowned cycling event and community platform.
Integra SP & ALTIO: Founded and exited successful ventures in enterprise finance integration.
TopSystems & CCI: Co-founded early application generators and Oracle service firms acquired by majors like Unisys.
Current Focus: Perceptor
Today, Sven is the architect of Perceptor, MangoMoon’s proprietary orchestration layer. He specializes in translating the “unstructured complexity” of high-stakes environments—from elite motorsport grids to health ecosystems—into structured, actionable intelligence that drives investor confidence and brand value.
For decades, scale was the ultimate moat: more people, more processes, more markets, more capital. Today, that same scale is an anchor. AI is exposing
Why Pretty Decks Don’t Win Alone Anymore A client asked us to review a 50+ page, well designed Powerpoint proposal for them. We didn’t open
Your biggest risk isn’t your competition—it’s the 90% of your data you’re ignoring. Ninety percent of organizational data is unstructured—emails, documents, videos, messages—yet it receives a fraction of your data investment. This same 90% holds 90% of both your opportunity and risk.
March should bring optimism for bike retailers—longer days, better weather, and rising sales. But Perceptor PHI (product health indicator), a lead indicator, tells a different
HOW MUCH MORE TURBULANCE CAN BIKE RETAILERS ENDURE? The bicycle market isn’t navigating bumpy terrain—it’s battling white-water rapids. With price volatility around 20% (matching yesterday’s
We’re bombarded with disclaimers about AI’s potential to hallucinate or churn out incorrect facts. Studies suggest some AI models can produce errors or “hallucinations” about
Deepseek-R1’s release has rocked the AI world, challenging assumptions about what’s required to deliver cutting-edge performance. Achieving results on par with OpenAI’s o1 at just
The UK e-commerce market is set to soar, with revenues projected to rise from $280.55 billion in 2024 to $750.80 billion by 2029. SMEs, making
This week its the interview with Pedro Couto Lopes – done in situ at the 2024 Rouleur Live. The theme is based on the Ride