From Bots To Agents: Building Trustworthy Autonomy With Hakkōda, an IBM Company
Release Date: 09/13/2025
3432: GoTo on Making AI Practical for Small and Mid Sized Businesses
Tech Talks Daily
Most conversations about AI are still caught up in the spectacle. We see demos, marvel at copilots, and argue about the latest big model. But what happens when you strip away the hype and focus on AI that simply works? That is exactly the perspective Olga Lagunova brings to this episode. As Chief Product and Technology Officer at GoTo, she has one goal in mind: make AI useful, practical, and almost invisible. Olga believes the real test of AI is whether it integrates seamlessly into workflows. In her view, the most powerful AI is the kind that feels almost boring because it is just part of how...
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3431: AI and Data-Driven Manufacturing with IDA Ireland and Eli Lilly and Company
Tech Talks Daily
I wanted this conversation to do two things at once. First, ground the hype in real practice. Second, show how a small country can punch well above its weight by connecting industry, academia, and government with purpose. With Chantelle Kiernan from IDA Ireland and Stephen Flanagan from Eli Lilly and Company, we explored what digital transformation really looks like on the factory floor in Ireland, why talent is the engine behind it, and how cross-sector collaboration is turning ideas into measurable outcomes. Ireland’s manufacturing base employs hundreds of thousands and fuels exports, yet...
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3430: Broadridge AI, NYFIX, and the New Data Strategy for Financial Services
Tech Talks Daily
What does it really mean to future-proof financial data? That’s the question at the heart of my conversation with George Rosenberger, General Manager of NYFIX at Broadridge. George has spent his career moving through every corner of the capital markets, from trading desks to broker-dealers, and now into the software side where he oversees order routing, post-trade matching, and the adoption of new AI tools. His perspective is uniquely positioned between the history of financial markets and their rapidly accelerating future. This discussion takes inspiration from Broadridge’s fifth annual...
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3429: How Credit Karma Scales GenAI to Power 60 Billion Predictions a Day
Tech Talks Daily
What does it take to deliver personalized financial guidance to more than 140 million people every single day? That is the question I put to Wan Agus, Head of Engineering at Intuit Credit Karma, in this episode of Tech Talks Daily. Most of us open the Credit Karma app to check our credit score, look at a loan option, or browse for a better credit card. What we rarely consider is the technology running behind the curtain. Wan revealed that his teams are powering more than 60 billion daily AI predictions to understand members’ needs, protect their privacy, and guide them toward the right...
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3428: Building Trust in AI: Hitachi Vantara’s Vision for Governance
Tech Talks Daily
AI is quickly moving from boardroom buzzword to boardroom headache. Enterprises are waking up to the fact that bringing large language models in-house is not just about performance or cost, but about control, accountability, and trust. In this episode of Tech Talks Daily, I sit down with Octavian Tanase, Chief Product Officer at Hitachi Vantara, to unpack what this shift really means for business and technology leaders. Octavian explains why governance has become the defining challenge of the AI era. Companies are under pressure not only to innovate but also to meet new regulatory demands and...
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3427: Can Smarter Compression Help Save the Planet? CompressionX Think so
Tech Talks Daily
What if the way we store data is shaping the planet’s future? That thought has been on my mind ever since attending the IT Press Tour in Amsterdam, where I first connected with today’s guest. With global data creation forecast to hit 510 zettabytes by 2030, and data centers already consuming staggering amounts of power, the conversation is no longer about whether change is needed but about how we approach it. Joining me on the podcast is Nicholas Stavrinou, co-founder of CompressionX, a company rethinking lossless compression. Nicholas shares how a mathematical paradox in a university...
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3426: Aura Technology at TechSummit25: XDR, Secure Edge, Real Outcomes
Tech Talks Daily
I recorded this episode at Barracuda TechSummit25 in Alpbach, Austria, a mountain village that looks like a postcard and hosts some of the most grounded security conversations you will hear all year. My guest is Richard Flanders, Commercial Director at Aura Technology, a managed service provider on the south coast of England that supports public sector organisations and tightly regulated commercial clients. Richard arrived as part of Barracuda’s Partner Advisory Board, which means he spends as much time feeding customer reality back into product teams as he does comparing notes with peers in...
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3425: Barracuda XDR: From Football Playbooks to Home Alone Tactics
Tech Talks Daily
I recorded this conversation at Barracuda TechSummit25 in Alpbach, Austria, where the mountains feel close enough to touch and the discussions get very real very quickly. My guests are Adam Khan, VP of Global Security Operations at Barracuda XDR, and Eric Russo, Director of SOC Defensive Security. Together they run the teams that watch, interpret, and act when attacks move across email, identity, network, cloud, and endpoints. Their keynote used the language of sport to make sense of modern defense, and it worked. You will hear why football tactics map cleanly to security, how roles and...
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3424: Barracuda TechSummit 25: Secure Today, Ready Tomorrow
Tech Talks Daily
I recorded this conversation in Alpbach, Austria, a village that looks like a postcard and hosts a very serious tech gathering. TechSummit25 is Barracuda’s deeply technical event, and it shows. The rooms are packed with solution architects, product managers, and engineers comparing notes with customers who run these systems every day. It is the kind of environment where product direction and real-world pain points meet over a coffee, then head straight into a lab to test an idea. My guest today is Neal Bradbury, Chief Product Officer at Barracuda, who leads engineering, product management,...
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3423: Johnson Controls Explains How to Cut Data Center Cooling Energy by 40%
Tech Talks Daily
In this episode of Tech Talks Daily, I’m joined by Todd Grabowski from Johnson Controls to unpack the physics, products, and design choices shaping the next generation of data center cooling. It’s a practical conversation that moves from chips and compressors to water, power, and land constraints, and what it really takes to keep modern infrastructure reliable at scale. Todd brings three decades of experience to the table and a front-row view of how Johnson Controls and the York brand have kept their focus on energy efficiency, reliability, and sustainability for more than a century. That...
info_outlineI invited Atalia Horenshtien to unpack a topic many leaders are wrestling with right now. Everyone is talking about AI agents, yet most teams are still living with rule based bots, brittle scripts, and a fair bit of anxiety about handing decisions to software. Atalia has lived through the full arc, from early machine learning and automated pipelines to today’s agent frameworks inside large enterprises. She is an AI and data strategist, a former data scientist and software engineer, and has just joined Hakoda, an IBM company, to help global brands move from experiments to outcomes. The timing matters. She starts on the 18th, and this conversation captures how she thinks about responsible progress at exactly the moment she steps into that new role.
Here’s the thing. Words like autonomy sound glamorous until an agent faces a messy real world task. Atalia draws a clear line between scripted bots and agents with goals, memory, and the ability to learn from feedback. Her advice is refreshingly grounded. Start internal where you can observe behavior. Put human in the loop review where it counts. Use role based access rather than feeding an LLM everything you own. Build an observability layer so you can see what the model did, why it did it, and what it cost.
We also get into measurements that matter. Time saved, cycle time reduction, adoption, before and after comparisons, and a sober look at LLM costs against any reduction in FTE hours. She shares how custom cost tracking for agents prevents surprises, and why version one should ship even if it is imperfect. Culture shows up as a recurring theme. Leaders need to talk openly about reskilling, coach managers through change, and invite teams to be co creators. Her story about Hakoda’s internal AI Lab is a good example. What began as an engineer’s idea for ETL schema matching grew into agent powered tools that won a CIO 100 award and now help deliver faster, better outcomes for clients.
There are lighter moments too. Atalia explains how she taught an ex NFL player the basics of time series forecasting using football tactics. Then she takes us behind the scenes with McLaren Racing, where data and strategy collide on the F1 circuit, and admits she has become a committed fan because of that work.
If you want a practical playbook for moving from shiny demos to dependable agents, this episode will help you think clearly about scope, safeguards, and speed. Connect with Atalia on LinkedIn, explore Hakoda’s work at hakoda.io, and then tell me how you plan to measure your first agent’s value.