Tom Scott — Wrike | Why Most SaaS CEOs Are Sequencing AI Wrong

Tom Scott is the CEO of Wrike, a $250M+ ARR intelligent work management platform owned by Symphony Technology Group. Three years into PE ownership and squarely inside what he calls the AI "rebuild moment," Tom is running the experiment in real time — and this conversation is the operating playbook, not the LinkedIn version of it. He walks Stu through what's defensible in enterprise software now, where most CEOs are getting the AI sequence wrong, and the actual mechanics of rebuilding a SaaS business while the numbers still look fine.You'll Learn:Why the market is pricing every SaaS company as if they're disrupted equally — and why the real story of the next two years is execution variance, not disruption itselfWhat's actually defensible when coding agents can clone a UI in a weekend (and why "system of record" companies get demoted while "system of agency" companies don't)The 5-step rebuild playbook Tom is running inside Wrike — including why subtraction matters more than addition, and why personal disruption is non-negotiable for the CEOHow AI transformation actually rolls out in engineering and marketing (with the J-curve, the early-adopter dip, and the specific numbers Wrike has seen: 25% engineering velocity lift, 3x marketing article output, 87% faster account research)What PE investors should be asking in diligence now that almost none are — and the three failure modes that quietly deconstruct companies over 2–3 years while their numbers still look fineTom's 12-month playbook for a $100M–$500M CEO starting today: one thing to do, two things not to do, and how to know in 90 days whether you're on the right side of the J-curveChapters:00:00 – Intro01:00 – Who is Tom Scott / what is Wrike02:11 – Should SaaS CEOs be bearish on SaaS in an AI world?05:11 – Commoditization: what AI flattens vs. what survives07:01 – What's actually defensible: "Know your customer"08:51 – System of record vs. system of agency11:02 – Accruing memory: where the value of agent training accrues12:39 – What Wrike is doing internally: agency, MCP, governance investments15:27 – Will Microsoft / OpenAI / Anthropic just own this layer?17:50 – The future of seat-based pricing (and Apex)20:25 – What "rebuild the company" actually means23:43 – What happens to companies that don't rebuild25:08 – Why hands-on personal disruption is non-negotiable28:56 – The first thing Tom changed: his own approach31:29 – The 5-step rebuild playbook35:37 – AI's impact on engineering velocity (25% Q4 lift)36:36 – Where most CEOs get the sequence wrong38:30 – Inside Wrike's marketing transformation: real numbers41:26 – Advice for $100M–$250M+ company CEOs starting today42:51 – The leader asking you to slow down: how Tom responds44:46 – Failure of imagination and the real source of resistance47:30 – The PE playbook under pressure: new diligence questions51:25 – ROI timeline and the J-curve in practice54:39 – Offense vs. defense in an AI-disrupted category56:02 – What separates the winners from the deconstructed57:07 – Advice for CEOs over the next 12 months🎧 Listen on Spotify: https://open.spotify.com/show/3OlTNvh2FGlE4VJyCrMJVE📺 Watch on YouTube: https://www.youtube.com/@JustCuriousAI🔗 More Expert Interviews: https://checkpluris.com/expert-interviewsProof of Work is the podcast of Pluris, a platform connecting investors and operators with the world's leading applied AI experts. Each episode features the builders, operators, and investors who've actually put AI into production, turning it from buzzword to bottom line through sharp case studies and practical conversations. We explore how AI is used to grow revenue, expand margins, improve operations, and create measurable value inside real businesses.Learn more at checkpluris.comExplore more interviews and connect with experts at https://www.checkpluris.com Subscribe to our newsletter at https://proof-of-work-ai.beehiiv.com/