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David Isaac Mathews

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I'm a product management and innovation lead; I just can't stop helping to build and launch amazing products. I have a a track record of building successful ventures and leading transformative projects across global startups, working at Samsung Product Innovation Team, as EY-Parthenon ASEAN Innovation co-lead and today as founder of AIPath. At its core, AIPath functions like DevOps for growth teams, enabling companies to run ongoing variations of product strategies, GTM motions, and competitive positioning—rapidly identifying what drives the highest impact. We are pioneering a new category of application-layer AI, integrating proprietary data enrichment with compound AI workflows to transform diligence, valuation, and strategy validation for SaaS companies. This approach allows startups and enterprises to iterate in hours instead of months, de-risking execution and accelerating their path to market dominance. NEW: AIPath wins the AI Agents Global Challenge (Jan 2025). In my free-time, I have mentored companies and startups at 30 accelerators. In 2015, I founded RE-PC.org, a volunteer organisation redistributing laptops to children of low-income households to creating educational opportunity, extend hardware lifespans & reduce e-waste. I have held a board position as co-trustee of a Singapore registered charity since 2013. About: I’m a fifth generation Singaporean with work experience across APAC and 4 continents.

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Test with real customers to guide 'Where Growth comes from. Unlock the secret to crushing Product and GTM debt in just 17 minutes! Discover how AIPath’s revolutionary 5⁵ automation transforms 3,125 growth hypotheses into one winning, customer-validated strategy. Thanks to John Cutler for so eloquently framing the tradeoff. AIPath.one


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Where is the AI for Strategy? Most of the tools available today are blank canvases. There are huge gaps in data, from competitor benchmarking to customer journey insights. If you’re a product manager or sales leader in SaaS, you know team silos can lead to poor feature decisions. Journey mapping is too EXPENSIVE. Without a detailed customer journey map for every segment, how can you know which pain points should shape your product roadmap? AIPath creates world class user journey maps for every existing and new segment you can target. Without those insights, your team risks wasting time on low-impact features. Teams need clarity on how to create opportunity in blue ocean differentiation. AI for WHAT TO BUILD Imagine running 3,215 scenario simulations with Digital Twins and reinforcement learning, so customer needs help rank every choice. With AIPath, you can: - Rank Your Growth Decisions with Data: Identify competitor gaps and customer pain points to prioritize features in product development and GTM. - Streamline Workflows: Get end-to-end support that connects product, sales, and marketing with built-in “test-before-you-build” capabilities. - Capture Market Share: Leverage $200K of research every 17 minutes with real-time competitor benchmarking and personalized GTM asset creation. - Growth Superpowers - Continuous Customer Discovery. By continuously iterating with user feedback and iterating on marketing experiments, we help you reduce your iteration cycle time from months to days. Every decision is now pre-tested and customer-centric, to connect every decision with data and so ranked for business impact. The GROWTH Edge you need Reduced cycle times will be critical in an ocean of AI built apps. Customer 'new feature fatigue' will be real, so maximizing retention and growing with more real time data will improve your chances for maintaining product-market fit. There are too many good ideas: AIPath is designed to be the “Salesforce of Strategy” for your product and GTM teams—one platform that centralizes opportunities, pre-tests them and helps you launch and build more quickly. Try It for Free Start with just your website or pitch deck and see the transformation for yourself. Let’s connect, share insights, and drive the next wave of growth together. Comment below or reach out directly— Retention and product-market fit are possible! #productmarketfit #productledgrowth #ai #productmanagement


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    Thank you WOWS GLOBAL for the amazing spotlight and thoughtful write up! AIPath's Mission is to democratize access to enterprise-grade growth consulting for SaaS companies. AIPath: AI-Native Growth Platform for 'What to Build' Map every opportunity to grow via Product & GTM Innovation. Winner of the USD 1 Mn AI Agents Global Challenge!


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      🚀 WHAT YOUR COMPETITORS WON'T TELL YOU, BUT YOUR ROADMAP NEEDS TO KNOW Most teams are building without knowing whether they’re chasing a better product for existing users—or a cheaper, disruptive wedge into a bigger market (Disruptive Innovation). That’s the difference between feature bloat vs the strategic clarity you need for rapid payback periods (Cost of acquisition - revenue per customer=payback period). 🚀 Trying to be the best and the cheapest? Every customer segment has a different set of unmet and important pains. You need to be one of the rare startups that has detailed journey mapping to understand which are the MOST opportunistic pains to focus on.  Each segment implies a different set of competitors. And each competitor implies a different roadmap for differentiation and outcompeting. 🚀 Your competitive advantage starts with what 'they' missed. See the gaps. Build the advantage to capture market share. 1. Know what to build, who to target, and why it’ll work. 2. Your strategy. Backed by data. Align product & GTM teams. 3. Finally—prototype strategy like you prototype product. This is the future of strategic execution. If you're a product or GTM leader, why don't you try AIPath to rank from 1000's of scenarios and be an outstanding customer-centric startup. 🚀 Build less. Test More. Win more. Find Product-Market Fit: https://lnkd.in/gtSbTAaU #ProductStrategy #GoToMarket #GrowthTeams #ProductLeadership #Innovation #AIPath #StrategicClarity


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      We're sponsoring our first international hackathon! 🚀 We're helping founders in San Francisco, California to identify opportunities for growth using AIPath, the first platform for 'What to Build.' (AIPath is Winner of the USD 1 Mn AI Agents Global Challenge!) 🚀 The Most Advanced AI Event For SaaS startups: Founders attending the event will leave with the equivalent of $200K in user journey mapping and ideal best next steps for their product, marketing and sales. Yes, specific to your individual startup, each participant will evaluate 3215 scenarios and leave with a step-by-step checklist to implement immediately. Thank you to BLOCK71 Global for their continued investment into helping startups flourish internationally! 🚀 AIPath.one: The AI-Native Growth Platform for 'What to Build'  Map every opportunity to grow via Product & GTM Innovation.  Identify competitor weak points for perspective. Rank each idea, test them and build them with real time customer feedback.  Give your growth team superpowers with personalised growth execution per customer segment. 🚀 Try AIPath Free. Link in the comments! 🚀 Bonus! Even if you can't make it to the event, subscribe on the AIPath website and we'll send you the link to download the first three chapters of 'GROWTH – The Playbook for Startups, Venture Building, and Product Launching' Angeline Tan, Vincent Song, Sian Wee Tan 陈善威, Eli Schwartz, Robin Speculand, Shashank Bhavaraju, Delon Toh, Su-San Yio, Bill Barry, Jessica Kobilova, Aaron Cook, John Cutler, Steve Blank, Vince, The Generative Beings, Shivang Gupta, River Venture Studio, Dr. Viveka, SMU Institute of Innovation & Entrepreneurship, ACE.SG (Action Community for Entrepreneurship), Alwin Fong, Sean Ellis, Tomasz Tunguz, Theory Ventures, Amplitude, Alicia Chua, Greg Isenberg, Matthew Berman, Mihai Ionescu, Denes Ban, Dr. Michael Netzley, Ph.D., Scott Colgan, Colin Kleine 🚀, Jason Seed, Stephen McGuinness, Matthew Borthwick, Winston Choe, Elise Tan Yee Ling


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        We’re humbled to be shortlisted among an inspiring cohort of innovators and incumbents, together with Digital Industry Singapore (DISG), GenAI Fund and Google Cloud, pushing the boundaries of open innovation. Join us as we democratize enterprise-grade strategic advisory, disrupt traditional agencies, and set a new global standard for innovation. Let’s shape the future of product innovation together AIPath.one #AIforWhatToBuild #ProductMarketFit #Innovation #DigitalTransformation #AIPath #OpenInnovation


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          Fan's of product-market fit! AIPath.one will be in San Francisco from 22 April to 6 May! We're hosting at some events (and will be attending a few more!), so please get in touch, we'd love to see you there. 1. Block71 for Founders - Journey Mapping and spotting competitor weak points:  24 April PST 2. Startup Grind Conference Pitch Stage, Fox Studios 30th April PST 3. AI Infra: Speaking at Microsoft Mountain View Campus: What They Won’t Tell You, But Your Roadmap Needs to Know: The Disruption of Consulting, Systems Integrators & The Buy vs Build Question. 2 May PST Get a sneekpeek, links in the comments > AIPath: Strategy Prototyping and Execution for Product, Marketing & Sales Leaders. AI for What to Build. Identify competitor weak points for perspective. Rank best next actions for key teams & pre-test them before you build them with real time customer feedback.


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