Agentic

Agentic

By George BandarianTechnology
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Agentic episodes

  • The Full Q2 2026 State of AI + Autonomous Economy

    89% of all global venture capital in Q1 2026 went to AI companies. Q1 alone nearly matched the prior five quarters of AI deal value combined.

    George Bandarian, General Partner at Untapped Ventures, presents the full Q2 2026 State of AI + Autonomous Economy- the live data deck from Boston, Toronto, and NY Tech Weeks - covering the venture landscape, frontier model capabilities, enterprise adoption data, and the Autonomous Economy investment thesis.

    In this episode, we go deep into:

    • The Venture Data: Why 89% of global VC is flowing to AI, what 266 M&A deals in Q1 (up 90% YoY) signals about consolidation, and the $1–3T+ IPO pipeline that could shatter every record on the books
    • The Model Arms Race: How GPT-5.4 is matching human experts across 44 professions, why Gemini 3.1 Pro hitting 94.3% on GPQA Diamond changes the benchmark conversation, and what it means that the first model was withheld for being too capable to ship
    • Enterprise Reality: Why 91% of businesses now use AI (up from 55% in 2024), what it means that 60% of C-suite leaders are planning layoffs for non-adopters, and how AI super-users are already 5× more productive than their peers
    • The Autonomous Economy Thesis: Why agents will hit 1 billion by 2028 and robots by 2040, what that gap means for capital deployment today, and where Untapped is placing its bets
    • Advice for Founders + Investors: What VCs are actually funding right now, and a three-layer framework for thinking about AI investment exposure at every stage
    • If you're a founder building in the Autonomous Economy at pre-seed or seed — let's chat: https://bit.ly/4bq7APh

      Learn more about Untapped Ventures: https://untapped.ventures

      Plus, connect with us here:

      1. George Bandarian — https://www.linkedin.com/in/georgebandarian/
      2. Untapped Ventures — https://www.linkedin.com/company/untappedventures/
      3. 49 min
      4. 10 Top AI Founders building the Autonomous Economy share their secrets

        George Bandarian, General Partner at Untapped Ventures, brings 10 of his portfolio founders on stage at the 2026 Annual General Meeting in LA — the builders actually making the autonomous economy real across compute, robotics, AI models, longevity, and enterprise agents.

        These are the stories of the founders in the trenches.

        In this episode, we go deep into:

        • The Compute Revolution: Why thermodynamic computing could deliver 10,000x energy efficiency gains over GPUs, what scientific quantum advantage actually means (and why Blue Qubit is one of only five companies to have achieved it), and why the current NVIDIA-dominated paradigm simply can't power a world of a billion robots
        • The Convergence Layer: How on-device foundation models are bringing cloud-quality AI underground, into cars, phones, and factories where connectivity is zero, and why the safety layer for next-gen robotics matters more than the robot itself
        • Longevity and the End of Pharma as We Know It: Why measuring aging coherence in real time could let us catch cardiovascular disease 20 years before it strikes, how decentralized citizen science is generating more trial data annually than all FDA drug trials combined, and the moonshot company scanning human brains cell by cell to create digital replicas of people
        • Agentic Experiences at the Enterprise Edge: How AI-native companies are replacing McKinsey-style consulting, why autonomous agents achieved 58% supplier completion in 5 weeks versus 20–30% over two years manually, and what it really means when a single broker can generate 25x the revenue of a traditional one
        • The Human-in-the-Loop Reality: Why enterprises expect perfection from agents but accept mistakes from humans, and how the best founders are managing that gap right now
        • Meet the Founders:

          • Guillaume Verdon — Founder & CEO, Extropic 
          • Mathias Lechner — Co-Founder & CTO, Liquid AI 
          • Kasim Abdullahi — Head of GTM, Harper 
          • Philipp Wehn — Founder & CEO, Nexxa.ai 
          • Sarah Tang — Founder & CEO, Sluicebox 
          • Michael Andregg — Founder & CEO, Eon Systems 
          • Bruno Balen — Founder & CEO, ANI 
          • Jeff Chen — Founder & CEO, Radicle Science 
          • Andrew Singletary — Founder & CEO, 3Laws Robotics
          • Hayk Tepanyan — Founder & CTO, BlueQubit
          • If you’re in the early innings of building something in AI, especially if you’re figuring things out from first principles—let’s chat: https://bit.ly/UntappedE17ytgb

            Learn more about Untapped Ventures: https://untapped.ventures

            Plus, connect with us here:

            2. George Bandarian - https://www.linkedin.com/in/georgebandarian/   

            3. Untapped Ventures - https://www.linkedin.com/company/untappedventures/

            1 hr 17 min
          • The Next Platform Shift - Why We Stopped Being an AI Fund

            George Bandarian, General Partner at Untapped Ventures, breaks down the Autonomous Economy thesis - a new economic framework where billions of AI agents and robots execute work end-to-end without human involvement - and why this shift  may dwarf every previous technological revolution, from internet to mobile.

            What is the Autonomous Economy (AE)? It’s what happens when billions of AI agents and physical robots can transact, decide, and complete work independently - no human in the loop, no approval required. And it’s already beginning.

            In this episode, we dive deep into:

            • The Autonomous Economy Thesis — What it actually means when agents and robots can transact and execute work without any humans involved, and why this is bigger than any AI trend you're currently following
            • The 5-Layer AE Value Stack — From intelligence and compute substrate to autonomous enterprise experiences, where the next trillion-dollar companies will actually be built
            • Human In the Loop to No Loop — Why running 14 Claude Code agents at once is just the beginning, and what fully autonomous operations will look like across every industry
            • The Trust and Money Problem — The massive unsolved challenge of letting agents spend money, and why whoever cracks enterprise-grade financial rails for autonomous systems wins big
            • What Happens to the Humans — Vinod Khosla's prediction that 80% of jobs will be AI-capable within 4 years, and why George sees displacement as both a crisis and a generational investment opportunity
            • If you’re in the early innings of building something in AI, especially if you’re figuring things out from first principles—let’s chat: https://bit.ly/UntappedE17ytgb

              Learn more about Untapped Ventures: https://untapped.ventures

              Plus, connect with us here:

              George Bandarian - https://www.linkedin.com/in/georgebandarian/   

              Untapped Ventures - 

              https://www.linkedin.com/company/untappedventures/

              24 min
            • Andrew Chen (a16z speedrun) on the Future of AI Startups, Speedrun & Why Coding Will Be as Easy as Making Videos

              Andrew Chen, General Partner at a16z speedrun, joins us on Agentic to discuss what actually gets founders accepted into speedrun and why AI might be bigger than mobile, internet, and cloud combined.

              In this episode, we dive deep into:

              • Speedrun Insider Access - What actually gets founders accepted into a16z's elite accelerator program (hint: it's not what you think)
              • Building in AI - From industrial AI agents (Nexxa) to consumer products, how founders should approach the AI wave
              • Growth Playbooks - Network effects, retention curves, and go-to-market strategies that actually work
              • The Future of Software - What happens when coding becomes as easy as taking a photo? Andrew's vision for disposable apps, meme software, and the death of traditional job titles
              • If you’re in the early innings of building something in AI, especially if you’re figuring things out from first principles—let’s chat: https://bit.ly/4d25KFy

                Learn more about Untapped Ventures: https://untapped.ventures

                Plus, connect with us here:

                1. Andrew Chen - https://www.linkedin.com/in/andrewchen/

                2. George Bandarian - https://www.linkedin.com/in/georgebandarian/

                3. Untapped Ventures - https://www.linkedin.com/company/untappedventures/

                57 min
              • Request for Startups: 10 AI Ideas We’re Ready to Fund

                We're at the halfway point of 2025, and AI is evolving faster than ever.


                In this solo episode, I share Untapped Ventures’ first Request for Startups. It’s a detailed breakdown of the core areas where we’re actively looking to invest. If you're a founder building in AI or exploring ideas, this is the roadmap for what we want to fund next.


                I walk through the key themes that reflect our thesis across both Agentic AI and Convergence AI. These are the ideas we believe will drive the next generation of breakout companies.


                Inside the episode:

                • Why service-as-software will replace traditional SaaS

                • How full-stack agentic platforms are reshaping vertical industries

                • The rise of outcome-based pricing and what it unlocks

                • Where lean AI teams are gaining massive traction

                • Why we’re excited about AI converging with biotech, neurotech, energy, defense, and more

                • The profiles of founders we love to back


                At Untapped, we invest from stealth and pre-salt through seed, writing checks between $500K and $2 million. Whether you're actively raising or still in the idea maze, we want to meet you.


                Let’s connect!

                George Bandarian: https://www.linkedin.com/in/georgebandarian


                Explore further:

                1. If in Stealth, let’s chat: https://bit.ly/UntappedE18podS

                2. If raising, pitch us: https://bit.ly/UntappedE18pod

                24 min
              • Live Vibe Coaching with the LLM Pioneer Who Scaled Before ChatGPT | Will Manidis

                Is your AI startup built to survive the next wave?


                In this episode of Agentic, Will Manidis, the co-founder of ScienceIO, shares how he built for resilience from day one developing LLMs for healthcare and the frameworks that helped him scale before the world caught up.


                He shares how local model training on office gaming PCs laid the unlikely foundation for ScienceIO’s reach across millions in digital health.


                We also discuss:

                • why OpenAI’s API continues to dominate Gemini

                • the hidden fragility behind $500M fast scaling AI companies

                • Will’s belief that founders must prove value before overbuilding for scale


                Not often do you get to learn from someone who built an LLM before ChatGPT. Tune in now.


                If you’re in the early innings of building something in AI, especially if you’re figuring things out from first principles—click here, we'd love to hear from you.


                Connect with us here:

                1. Will Manidis- https://www.linkedin.com/in/willmanidis/ 

                2. George Bandarian- https://www.linkedin.com/in/georgebandarian/ 

                3. Untapped Ventures- https://www.linkedin.com/company/untappedventures/


                00:00 Trailer

                01:41 Introduction

                02:45 Thiel Fellow

                07:40 Pre-ChatGPT LLMs

                10:27 Biggest lessons

                12:37 Contrarian takes

                13:56 Difficult to sell

                15:59 First exit

                16:38 Getting world-class talents

                23:20 Risk mitigation strategy

                25:48 Defensibility and moats

                37:10 Basic MVP

                44:01 Q&A

                50:35 Outro

                52 min
              • The AI Platform That Could Launch 10,000 Startups | Woz

                Most no-code tools give you an MVP. Woz wants to give you a business.


                On this episode of Agentic, I was joined by Ben Collins and Brad Eckert, co-founders of Woz, an AI platform that lets anyone build real, scalable web and mobile products with zero coding. Think Shopify, but for launching operational SaaS startups.


                If you’re in the early innings of building something in AI, especially if you’re figuring things out from first principles—let’s chat.


                Connect with us here:

                1. Woz: ⁠https://www.linkedin.com/company/withwoz/

                2. Ben Collins: https://www.linkedin.com/in/bentcollins/

                3. Brad Eckert: https://www.linkedin.com/in/chefeckert/

                4. George Bandarian: ⁠⁠https://www.linkedin.com/in/georgebandarian

                5. ⁠⁠Untapped Ventures:⁠ ⁠https://www.linkedin.com/company/untappedventures


                They break down:

                • Why shipping your MVP is just 1% of the journey—and what the other 99% really looks like

                • The difference between vibe coding, AI engineering, and real startup durability

                • What they learned from going through Y Combinator (twice), taking 80+ investor meetings, and raising a breakout seed round.

                • Why automation means more software businesses and not fewer jobs


                00:00 Trailer

                01:07 Introduction

                02:29 Empowering entrepreneurs

                04:27 Woz's Vision

                10:32 Success stories

                13:38 The origin story

                15:27 AI code generation evolution

                17:29 Technical insights

                19:44 The Role of AI

                30:31 Job markets

                31:20 Entrepreneurial mindset shift

                32:56 Business building challenges

                34:54 Creating a successful platform

                37:45 Y Combinator experience

                43:41 Fundraising insights

                49:29 Advice for AI Entrepreneurs

                56:31 Closing

                1 hr
              • Inside You.com’s Plan to Outthink Google and OpenAI

                What happens when the former Chief Scientist at Salesforce builds a search engine for enterprises?


                In this episode, Richard Socher (CEO) and Bryan McCann (CTO) of You.com reveal how they’re reinventing enterprise search and agentic workflows with their latest product, Ari—a deep research assistant that goes far beyond fast facts.


                We explore:

                • How You.com is going deeper than Google and faster than Perplexity
                • Why consumer LLMs aren’t enough for serious enterprise work
                • How a Stanford summer project led to one of the most important AI research breakthroughs
                • Where Socher and McCann see AGI actually emerging—and why simulation may be the next frontier


                00:00 Trailer

                01:56 Introduction

                03:41 Richard and Bryan's Meeting

                09:52 Foundations of search

                12:33 Deep research agent

                13:49 How You.com stands out

                16:03 Custom agents

                18:15 ARI use cases

                19:43 Going slow to go fast

                24:00 Models under the hood

                26:00 AGI workflows

                29:11 Adoption

                33:34 Complicated workflows

                36:45 AGI - are we there?

                46:20 How to compete as a startup

                53:32 Being right

                56:23 Outro

                58 min
              • Carta’s 2025 AI Funding & Equity Insights | Peter Walker

                Everyone has opinions about founder equity, funding timelines, and valuations—but Peter Walker holds the data. 


                In this special live Agentic session, I sat down with Peter, Head of Insights at Carta, to unpack what’s actually happening beneath the surface in early-stage AI startups. 


                Peter’s team has a privileged vantage point—cap tables, valuations, and hiring data across 45,000 startups and 83% of U.S. unicorns. 


                We explore:

                • a common equity mistake that’s quietly killing fundraising chances
                • why AI founders are raising bigger rounds… and keeping more of their companies
                • how lean teams are pushing out serious ARR—and what that means for hiring
                • the valuation delta between AI and non-AI startups—and why that window may be closing


                If you’re raising, hiring, or advising an AI startup in this market, this one’s for you.


                If you’re in the early innings of building something in AI, especially if you’re figuring things out from first principles—let’s chat.


                Connect with us here:

                1. Peter Walker: https://www.linkedin.com/in/peterjameswalker/
                2. George Bandarian: ⁠https://www.linkedin.com/in/georgebandarian/⁠
                3. Untapped Ventures:⁠ https://www.linkedin.com/company/untappedventures

                00:00 Trailer

                01:26 Introduction

                02:44 Untapped Ventures

                08:39 Carta

                10:34 Early Equity

                25:05 Venture Context

                34:47 AI Story

                51:04 Questions

                54:48 Outro

                56 min
              • How Agentic AI is Rewiring Software, Brokers, and the Future

                I brought Ben Collins of Woz and Dakotah Rice and Tushar Nair of Harper for a special episode of Agentic–our AGM!


                Ben’s Woz lets non-technical founders build scalable apps with no engineering team—think Shopify for software while Dakotah and Tushar’s Harper quotes 476 complex insurance deals with voice AI, turning family brokerage chaos into a data goldmine. 


                On the docket:

                • ​Harper’s logged-call advantage for scalable precision
                • ​compute’s brewing storm (NVIDIA’s got rivals rising)
                • ​how reasoning models cut months off build times


                Connect with us:

                1. ​ Ben Collins: https://www.linkedin.com/in/bentcollins
                2. ​ Dakotah Rice: https://www.linkedin.com/in/dakotahrice/
                3. ​ Tushar Nair: https://www.linkedin.com/in/tushar-nair-b08988222/
                4. ​ Woz: https://www.linkedin.com/company/withwoz/
                5. ​ Harper: https://www.linkedin.com/company/harperinsure/
                6. ​ George Bandarian: https://www.linkedin.com/in/georgebandarian/
                7. ​ Untapped Ventures: https://www.linkedin.com/company/untappedventures


                00:00 Trailer

                02:06 Introduction

                02:20 Ben Collins

                04:02 Dakotah Rice

                04:37 Tushar Nair

                05:21 Agentic AI hot takes

                11:59 Deep dive on Woz

                17:05 Deep dive on Harper

                24:15 Y Combinator and the founders community

                28:21 Non-technical business side of software

                30:30 Agentic demand, Elon's Grok/xAI

                32:27 Outro

                34 min

              About Agentic

              From the publisher's feed

              The Agentic Podcast, hosted by George Bandarian, General Partner & CEO at Untapped Ventures, leads deep discussions that uncover the untapped potential and breakthroughs of autonomous AI systems shaping the future.

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