Why Cures Still Don’t Scale? One of the biggest problems in biotech isn’t science it’s the healthcare system. Tara Austraat-Churik explains how gene therapy can cure diseases in one treatment, but because these therapies can cost $1–3 million, insurance and reimbursement systems struggle to support them. This reveals the real…
Are you tracking the metrics that actually matter? Ohad Shaked explains how to identify product market fit using real data analytics, business intelligence, and startup metrics. It’s not guesswork. It’s tracking user behavior, engagement, retention rate, conversion rate, and funnel performance to find your product’s “aha moment.” If you’re building…
We can cure some diseases in a single treatment, but scaling those breakthroughs across healthcare is still one of the hardest problems in biotech and pharma. In this episode of An Hour of Innovation, Vit Lyoshin speaks with Tara Austraat-Churik, partner at Blue Matter, and a biotech and pharma expert…
Features Are Liabilities More features don’t make a better product, they can actually hurt it. Ohad Shaked explains why features that no one uses become liabilities, not assets. This is a key mindset shift for product managers, SaaS founders, and engineers focused on building better products. 👉 Follow for AI,…
Startups are moving faster than ever… but are they doing it right? Ohad Shaked explains how AI is accelerating startup growth, market analysis, MVP development, and product building by 3x–10x. But behind the speed, founders still face product market fit, marketing challenges, and underestimated development costs. AI, vibe coding, deep…
AI isn’t just answering questions anymore; it’s starting to do the work for you. What used to take multiple tools, apps, and manual steps can now be automated by a single AI agent. But if it’s this easy… should you actually trust it? Max Vermeir (VP of AI Strategy at…
Why do 99% of startups miss their deadlines? Startup timelines are often unrealistic. In this clip, Ohad Shaked explains why entrepreneurship projects take twice the time, twice the cost, and deliver less than expected. From building a minimum viable product to finding product market fit, poor project planning, weak cost…
Want better customer insights? Talk less. Customer research is where most founders fail. Ohad Shaked explains why speaking only 30% of the time in interviews leads to better customer development, stronger target audience insights, and smarter product decisions. By focusing on listening understanding user pain points, habits, and behavior you…
Your Users Are Lying A brutal truth most founders ignore, your users don’t always tell the truth. Ohad Shaked explains why asking people if they’ll buy your product leads to misleading answers. Instead, real startup validation comes from observing actual behavior, not opinions. This is a critical lesson for anyone…
Most AI projects fail before they even start, and it’s not because of the model. Teams rush into LLMs, burn through budget, and still don’t get results. The real problem? They’re solving the wrong thing first. Vit Lyoshin and Max Vermeir (VP of AI Strategy at ABBYY) break down one…
Why do most startups fail in the early stage? Ohad Shaked says, it’s not the idea, it’s the lack of proper validation. Founders rush to build products without talking to customers first. This clip breaks down one of the biggest startup mistakes and why customer validation is more important than…
What if AI didn’t just assist but actually did your work? AI agents are transforming the future of work. In this clip, Max Vermeir explains how large language models (LLM) are evolving into systems that don’t just suggest but execute tasks across tools. From automation to decision-making, these AI tools…
Most startups fail because they skip this one step. In this episode of An Hour of Innovation, Vit Lyoshin speaks with Ohad Shaked, a startup advisor, CEO, and co-founder helping early-stage teams validate ideas, find product-market fit, and build scalable businesses. They break down a practical playbook for startup validation,…
AI errors in finance and insurance can cost companies huge amounts of money. Max Vermeir explains that automating decisions without accuracy can lead to serious consequences. This is why trust and precision matter in AI systems. 👉 Follow for AI, fintech, and automation #AI #Fintech #Automation #AIrisks #MachineLearning #TechFails #ArtificialIntelligence…
Bad Data Breaks AI When AI systems rely on incorrect data, the consequences cascade across decisions. Max Vermeir shares that from loans to insurance, bad data can directly impact real people. This is why data quality is critical for AI systems. 👉 Follow for AI, data, and real-world tech #AI…
Artificial intelligence fails because of data, not models. In this clip, Max Vermeir explains how 89% of enterprise data is unstructured data, making it unusable for machine learning and LLM systems. From document AI to automation and document automation, AI projects fail when data isn’t structured for real-world use. This…
Spacecraft autopilot systems are evolving, and AI is at the center of that transformation. Denis Kalyshkin breaks down how AI is used in spacecraft autopilot systems and why traditional approaches are no longer enough. From satellites in low Earth orbit to autonomous Mars rovers, the level of complexity and required…
AI Will Always Answer Max Vermeir explains why LLMs, probabilistic AI, and machine learning models are designed to always respond — even without certainty. This leads to AI hallucinations, prediction errors, and false confidence in real-world systems. ⚠️ If your AI pipeline and data context aren’t grounded in truth, the…
Your AI isn’t failing because of the model… Artificial intelligence fails when the data fails. In this clip, Max Vermeir explains why most AI projects break due to poor data management, not bad models. With 89% of enterprise data being unstructured—like documents—systems struggle with data extraction, data organization, and data…
Space isn’t just about rockets anymore - it’s becoming an entire industrial ecosystem. From satellite “traffic” to in-orbit repair and manufacturing, the real transformation is happening after launch. The question is: are we ready for space to function like an economy? Vit Lyoshin and Denis Kalyshkin explore how space is…
What if Simple Code outperforms advanced AI? 🤔 Artificial intelligence isn’t always the answer. In this clip, Max Vermeir explains how a simple regex solution solved a document automation problem faster than complex LLM-based systems. Amid the AI hype, many developers overlook basic programming and coding tools that are more…
You can’t remotely control a Mars rover in real time. Space technology can’t rely on human control. Denis Kalyshkin explains why delays in communication—especially in Mars missions—make real-time control impossible. With signal delays of minutes on the red planet, autopilot and artificial intelligence must take over. From the Moon to…
Most AI projects fail because of messy data, not the LLM models everyone blames. In this episode of An Hour of Innovation, Vit Lyoshin speaks with Max Vermeir, VP of AI Strategy at ABBYY, about why AI and LLM implementations fail in real business environments. They break down how unstructured…
Space Is Becoming a Traffic Jam Denis Kalyshkin explains how the rise of satellite networks, satellites orbiting the earth, orbital congestion, and space traffic could create serious risks. With projections of 100,000+ satellites by 2030, collision risk, orbital debris, and space infrastructure management become critical. ⚠️ Space isn’t empty anymore.…