Ecomm Breakthrough

Throwback: How to Build a Resilient Supply Chain

In this episode, host Josh interviews Corey Apirian, a seasoned supply chain leader, about innovative e-commerce supply chain strategies. Corey explains how Davinci enables brands to create virtual product bundles, optimize inventory, and improve profitability across channels like Walmart and direct-to-consumer platforms. They discuss the limitations of relying solely on Amazon’s fulfillment, the benefits of diversified fulfillment strategies, and the importance of data-driven merchandising. Corey also shares advice on global supply chain resilience, emphasizing hybrid inventory approaches and multi-sourcing. The episode concludes with actionable tips for brands to enhance agility and succeed in today’s evolving e-commerce landscape.Chapters:Introduction to Corey Apirian and His Expertise (00:00:00)Josh introduces Corey Apirian, highlighting his 19+ years in supply chain, e-commerce, and channel merchandising.Product Bundling Without Physical Kitting (00:00:49)Discussion on creating product bundles and differentiated SKUs without pre-kitting, optimizing inventory and channel profitability.Market Basket Analysis and Channel Merchandising (00:03:00)Explains how market basket analysis informs merchandising, bundle creation, and channel-specific assortment strategies.Optimizing Multi-Channel Fulfillment Beyond Amazon (00:06:42)Debate on Amazon’s multi-channel fulfillment versus direct integrations, control, and agility for brands.Limitations of Amazon’s Fulfillment Ecosystem (00:07:44)Details the drawbacks of relying solely on Amazon FBA and multi-channel fulfillment, including cost, control, and data limitations.Direct Integrations and Fulfillment Strategy Recommendations (00:09:50)Advice for larger brands to use direct integrations and diversified fulfillment for better control and profitability.Global Supply Chain Challenges and Recommendations (00:11:07)Corey’s advice on hybrid inventory strategies, multi-sourcing, and supply chain agility in a changing global landscape.Actionable Takeaways for E-commerce Brands (00:13:17)Josh summarizes three key action items: hire a supply chain manager, diversify beyond Amazon, and leverage expert partners like DaVinci.Closing Remarks and Contact Recommendation (00:15:43)Josh encourages listeners to connect with Corey for tailored supply chain and merchandising insights.Links and Mentions:Tools and Services"Davinci": "00:06:22"Key Concepts"Market Basket Analysis": "00:03:16"Actionable Takeaways"Hire a Supply Chain Manager": "00:13:17""Diversify Beyond Amazon": "00:14:29""Reach Out to Experts": "00:15:43"General Advice"Just-in-Time vs. Just-in-Case Inventory": "00:11:19"Transcript:Josh 00:00:00  Today I'm super excited to introduce you all to Corey Apirian, a seasoned supply chain and operations leader with over 19 years of experience. A key to his success was his ability to develop and execute strategies that drove significant growth, cost savings, and exceptional customer service. Specifically, he specializes in e-commerce and channel merchandising, aligning operational initiatives with corporate objectives and building and leading high performing teams through inclusion, collaboration and engagement. His experience includes product management, contract negotiations, continuous improvement, and implementing emerging technologies as well as cultivating key relationships. So with that, welcome to the podcast, Corey.Corey 00:00:46  Thanks for having me, Josh. Excited to be here.Josh 00:00:49  A seller could essentially come to you or a brand and say, hey, I've got here's a bunch of different products. I think some of these could be bundled really well together. I don't know which ones which, but obviously if you're doing that on Amazon FBA. You have to kit them together first and send them in before you can collect data. In your example, you don't actually have to have them kidded to actually create that skew and at least merchandise it on different sites.Josh 00:01:15  Is that correct?Corey 00:01:15  Yeah, it's exactly right. And like the cooler part about it is that all the excess inventory was then utilized on your merchant field, on your Walmart Marketplace and so on and so forth, so that you can create two packs, four packs, six packs of all the different core components. And really, you have no more waste, right? So you're utilizing now you can't force bundles onto consumers. I think we all know that. But by creating a different skew set a washcloth that's sold in a, in a in a traditional merchant store, you know, it might be $2 or $4, right? But when you when you bundle that as a four pack of washcloths, you know, I have two, two young boys, I don't just buy one washcloth like we buy a bunch of them at once. Right. And, you know, by able to have that differentiated assortment that's core to that demographic Online. You know, it really gives a fresh look at assortment and profitability and channel management.Corey 00:02:09  And those are really important things. And then, you know, the efficiency of manufacturing those sets now in ships and in containers, reducing waste, creating efficiencies at the warehouse level also and profitability on freight and top line. I mean, those are all amazing things and all great success stories. And yeah, our tech allows that infinite permutation in a very targeted way, but also looking at the market baskets and suggesting what should be sold in a very targeted way. And that's the piece that I think people are really missing out there is combining the FDM, that front end merchandising with this concept of network optimization and inventory control, and how do you place goods and merchandise them on differentiated channel sets so that they're available for same day one day fulfillment, 1 to 2 day fulfillment, you know, through a physical location network. And again, that's exactly the problem that DaVinci is solving together.Josh 00:03:00  That's amazing. Tell me a little bit more about that market basket analysis, right. That DaVinci is is doing some of the I, you know, to determine how you're going to merchandise different products or how to come up with the correct type of bundles.Corey 00:03:16  Yeah, I mean, there's a lot of core principles of channel management and merchandising. You know, when you look at your club channels and having larger pack sizes, your mass channels having smaller, lower price point channels that interoperate also with what's in store? You know, a beauty manufacturer might have a 6.9oz bottle of shampoo. That's a proven bottle of shampoo and price point and cubic foot that has sat on a Walmart and Target shelf for the past 30 years and might have new updated packaging, new formula, ingredients. You know, that's the merchandising side of it. But like that, cubic foot turns and creates X number of dollars with the amount of profitability and cash flow turns that that has on shelf all the time. But when you when you ship that to target, they're going to merchandise that online and target in Walmart. You can have a buy in line pick up and store optionality to that. And they may offer it to ship to the end consumer in a myriad of different ways. But that same consumer might be adding two of those to their shopping cart.Corey 00:04:14  They might be adding a 33 point ounce of the shampoo. Or at least, you know, five different bottles of that shampoo. That adds up to a 33.8oz and a 16.9 of conditioner, right? Maybe their ratios are different. So if you're a brand that's operating in that space, you now have the ability to directly merchandise som...

AI Strategy for Amazon Sellers: What to Automate First (And Why)

Lee Assoulin is the Founder and CEO of Stonecutter, a boutique Amazon brand management agency that partners with premium brands to scale profitably on the world's largest marketplace. With over 12 years of Amazon expertise, Lee has guided venture-backed startups, heritage brands, and category leaders through the complexities of the platform, combining strategic depth with operational rigor. He's currently managing over $220M in annual revenue while building AI-powered infrastructure to redefine how agencies operate. His mission is to prove that premium brands can win on Amazon without compromising on quality or brand equity with an agency they can trust.Highlight Bullets> Here’s a glimpse of what you would learn…. Integration of AI in e-commerce, particularly for Amazon sellers and brand management agencies.Challenges and considerations in adopting AI technologies for business operations.Importance of having solid standard operating procedures (SOPs) before automating processes with AI.The distinction between smaller sellers as early adopters of AI and larger sellers focusing on core business functions.The risks of "shiny object syndrome" and the need for a strategic framework when implementing AI tools.The necessity of human oversight in automated processes, especially in nuanced areas like PPC advertising.The role of data-driven frameworks in managing AI outputs and decision-making.Strategies for empowering teams to adopt AI tools effectively and fostering an "AI native" culture.The significance of maintaining brand authenticity and uniqueness in AI-generated content.Recommendations for newcomers on starting with foundational AI tools and focusing on high-impact tasks.In this episode of the Ecomm Breakthrough Podcast, host Josh Hadley speaks with Lee Assoulin, founder and CEO of Stonecutter, a boutique Amazon brand management agency. Drawing on 12+ years of experience, Lee discusses how AI is reshaping Amazon brand management. Key topics include avoiding "shiny object syndrome," building solid SOPs before automating, keeping humans in the loop for critical decisions, and developing an "AI native" team culture. Lee also shares practical advice on recording team calls, refining documentation with AI, and empowering team members who genuinely embrace AI tools to drive sustainable business growth.Here are the 3 action items that Josh identified from this episode:Fix your SOPs before adding AI Document and refine your workflows first—AI should optimize proven systems, not automate messy processes. Use AI for execution, not strategy Automate repetitive tasks (PPC tweaks, reporting, emails), but keep humans in charge of high-impact decisions like pricing, positioning, and scaling. Adopt AI with a clear ROI filter Don’t chase tools—only implement AI if it solves a real bottleneck and delivers measurable time or profit gains.Timestamps:00:00:23 Introduction to AI in E-commerceThe host introduces the topic of AI for top Amazon sellers and teases the actionable advice from the guest.00:01:01 Guest Introduction: Lee AssoulinHost Josh Hadley introduces Lee Assoulin, founder of Stonecutter, highlighting his extensive experience managing major Amazon brands.00:02:46 The Current State of AI in E-commerceLee discusses how AI is being adopted differently by large, established sellers versus smaller, scrappier ones in the mature Amazon marketplace.00:04:31 AI and "Shiny Object Syndrome"The discussion turns to the risk of entrepreneurs getting distracted by new AI tools instead of focusing on core business needs.00:05:57 The "Aladdin's Cave" Analogy for AILee uses an analogy to explain the danger of chasing countless small AI tools without a solid, overarching framework.00:08:33 SOPs: The Foundation for AIThe importance of having proven, repeatable processes (SOPs) in place before attempting to automate them with AI is discussed.00:10:00 The Right Approach to AI AutomationLee explains that the best automation strategy depends on scale; larger brands require a more cautious, human-in-the-loop approach.00:12:15 Can One Person Build a $100M Brand?A discussion on the future of business structures, predicting small, highly-skilled teams enabled by AI will become the norm.00:14:55 The Risk of AI HomogenizationIf everyone uses the same AI strategies, there is no competitive edge. The human element provides the necessary differentiation.00:16:27 Practical AI Use Cases for BeginnersLee suggests starting by using AI to analyze content and rewrite copy based on frameworks like Amazon's COSMO paper.00:19:24 The Dangers of Lazy AI ImplementationWarning against the pitfalls of lazy AI use, such as generic auto-generated emails that can damage brand perception.00:22:23 Automating Your Executive AssistantLee shares a practical example of creating a virtual EA to manage his calendar, pre-meeting briefs, and task reminders.00:24:10 Building a Company "Brain"A complex use case is detailed: creating a central database that ingests all company communications for deep contextual analysis.00:27:11 The Power of Personal Context for AIThe idea of feeding personal journals and thoughts into an AI to give it deeper context for decision-making.00:29:47 How Top Brands Automate OperationsLee shares a real-world example of automating Buy Box monitoring, where an AI agent detects losses and notifies the team.00:32:14 Staying Compliant with Amazon's AI RulesHow to automate safely by using third-party APIs and keeping a human in the loop for actions inside Seller Central.00:33:55 The Cost-Benefit Analysis of AI vs. HumansA discussion on whether AI is always cheaper, concluding that building custom AI solutions can be a waste of time.00:36:01 The Trap of "Sexy Dashboards"Building custom dashboards is often a distraction; focus on the underlying data and analysis, which is what AI actually needs.00:39:09 How to Onboard Your Team to AILee shares his strategy of offering to pay for AI tools and courses for any team member who shows interest.00:41:55 Three Actionable TakeawaysThe host summarizes the episode's key takeaways: document skills, record everything, and enable your team to adopt AI.00:45:26 Most Influential BookLee recommends "The Untethered Soul" by Michael Singer for its profound impact on his mindset and way of thinking.00:45:59 Favorite AI ToolLee names Claude as his primary tool but highlights WhisperFlow for voice dictation as a game-changer for productivity.00:47:01 Admired Person in E-commerceLee recommends following Sean Gill of Triquetra for his methodical, framework-first approach to building a successful brand.00:48:32 How to Connect with LeeLee provides his email address and social media handles for listeners who want to connect with him after the show.Resources mentioned in this episode:Josh Hadley on LinkedIneComm Breakthrough ConsultingeComm Breakthrough PodcastEmail Josh Hadley: Josh@eCommBreakthrough.comTools and Websites"Claude": "00:08:38""

The Cost of Scaling Beyond Amazon No One Talks About

In this episode of the Ecomm Breakthrough Podcast, host Josh Hadley shares his blueprint for scaling an e-commerce brand beyond Amazon through a strategic omnichannel approach. Drawing from over a decade of experience, Josh debunks the myth that simply adding sales channels drives growth. Instead, he outlines a phased expansion strategy: master Amazon first, then expand to marketplaces, TikTok Shop, Shopify, and retail. He emphasizes building documented systems, hiring capable teams, and approaching each platform as a unique business to avoid operational chaos and achieve sustainable, long-term growth.Links and Mentions:Tools and Websites  "Amazon": "00:01:50"  "Shopify": "00:01:50"  "TikTok Shop": "00:01:50"  "Walmart": "00:01:50"  "Etsy": "00:26:43"  "Temu": "00:26:43"  "Shein": "00:26:43"  "Meta Ad Library": "00:46:35"  "Faire": "00:49:22"  Videos and Masterclasses  "Seven Step Hiring Process": "00:23:36"  "CEO Dashboard": "00:25:44"  "How We Generated Over 50 Viral Videos with Our Affiliates": "00:34:32"  "How to Double Down on the Creators that are Actually Driving Sales for Your Brand": "00:34:32"  Recommendations  "Loom": "00:19:01"  "ChatGPT": "00:20:01"  Key Concepts  "Omnichannel Strategy": "00:07:22"  "CAC to LTV Ratio": "00:09:20"  "Product Launch Checklist": "00:19:01"  "Weekly Ad Optimization Processes": "00:19:01"  "Inventory Forecasting Models": "00:19:01"Timestamps:00:00:00 Introduction & The Omnichannel MythJosh introduces himself, the podcast, and debunks the myth that simply adding channels guarantees growth.00:01:50 Stages of E-commerce Brand GrowthOutlines the four stages: launch on Amazon, expansion optimism, hidden complexity, and the breaking point.00:06:30 The Real Problem: Sequence, Not ProductExplains that chaos comes from scaling too soon without systems, not from product quality.00:07:22 Channel-Specific ComplexitiesBreaks down the unique operational demands ...

Throwback: Don’t Launch Your Product Without This Audience-Building Secret!

In this episode, host Josh interviews Will Russell, CEO of Russell Marketing, about effective strategies for launching e-commerce products. Will shares his five-step framework, emphasizing audience building through paid ads, partnerships, virality, and organic growth. They discuss practical tactics for Amazon sellers, such as using product insert cards with QR codes, leveraging surveys for product validation, and segmenting email lists for launch campaigns. Will highlights the importance of nurturing existing customers and using their feedback for product development. The episode offers actionable insights for entrepreneurs aiming to maximize launch success and scale their businesses efficiently.Chapters:Introduction to Will Russell and Russell Marketing (00:00:00)Will Russell’s background, agency achievements, and book introduction.Strategies for Building an Engaged Audience Pre-Launch (00:00:55)Overview of paid acquisition, piggybacking/partnerships, virality, and organic growth for audience building.Piggybacking and Partnerships Explained (00:01:20)How to leverage existing communities and partnerships to access target audiences.Virality and Organic Growth (00:02:47)Discussion of viral marketing, influencer strategies, and the role of organic content.Summary of Audience-Building Approaches (00:03:53)Recap of paid, partnership, viral, and organic methods for audience growth.Leveraging Existing Customer Bases for Product Validation (00:05:07)Using current customers for product validation, feedback, and preorders to reduce launch risk.The Value of Existing Communities in Launches (00:07:11)How established audiences give a head start and lower costs for new product launches.Applying the Five-Step Framework to Amazon Sellers (00:08:14)Host introduces actionable takeaways, adapting Will’s framework for Amazon product launches.Step 1: Product Validation Tactics (00:09:26)Using product inserts, QR codes, and Amazon analytics to validate new product ideas.Step 2: Audience Building and Customer Surveys (00:10:37)Reaching out to existing customers, using surveys to identify pain points and refine products.Step 3: Audience Engagement During Product Development (00:11:50)Keeping customers involved in product design and updates to build anticipation and loyalty.Step 4: Conversion Strategies and List Segmentation (00:13:05)Segmenting email lists for staggered launch campaigns to optimize Amazon ranking and conversions.Step 5: Scaling and Ongoing Audience Engagement (00:14:02)Using product inserts and ongoing engagement to prepare for future launches and scale the business.Review Research and Copywriting Insights (00:14:28)Using competitor reviews for product development and marketing language.Segmentation Strategies for Different Launch Models (00:15:19)How to segment audiences for Amazon vs. crowdfunding launches, prioritizing likely converters.Conclusion and Final Thoughts (00:17:01)Recap, book recommendation, and closing remarks.Links and Mentions:Advertising Tools:"Facebook Ads": "00:01:20""Google Ads": "00:01:20""Reddit Ads": "00:01:20""Amazon Brand Analytics": "00:10:37"Books:"Take Your Idea from Light Bulb Moment to Profitable Business in Record Time" by Will Russell: "00:00:52"Marketing Concepts and Strategies:"Piggybacking": "00:01:20""Virality": "00:02:47""Organic Growth": "00:03:53""Customer Surveys": "00:06:02""Product Insert Cards": "00:09:26""Segmentation for Email/Text Lists": "00:13:05"Content and Influencer Strategies:"User-Generated Content": "00:02:47""Influencer Marketing": "00:02:47""Referral Strategies": "00:02:47"Transcript:Josh 00:00:00  Today I'm super excited to introduce you to Will Russell. He is the CEO and founder of Russell Marketing. Russell Marketing is an innovative digital agency specializing in e-commerce launch marketing. To date, they have generated more than 25 million in revenue for over 300 new entrepreneurs. Will has been featured on Forbes, Business Insider, Crain's New York Start-Up nation and many more. Will also has launched the Russell Gibbs Foundation, a family foundation that offers grants and mentorship to 501 C3 partners committed to diversity, equity and inclusion. In November of 2022, Will's first book launch in five. Take your Idea From Light Bulb Moment to Profitable Business in Record Time, was published by Nicholas Brealey. So welcome to the show, Will.Will 00:00:52  Thank you. Thanks for having me, Josh. It's a real pleasure to be here.Josh 00:00:55  When you talk about building an engaged, you know, audience or, you know, building it up a The following. What are what are the channels or strategies to kind of build this following of people before you've even launched a product?Will 00:01:15  By and large, most people are going to lean heavily into paid acquisition.Will 00:01:20  And so, you know, that means paying Facebook or Google or Reddit for ad space and driving traffic using those methods. Now, not everyone has big budgets. They can just plug in. To do that, I always suggest paid acquisition because frankly, is the quickest and easiest way of getting from where you are to where you need to be. But I understand not everyone has the budget. So for those who don't have those budgets, or for those who don't want to rely entirely on those budgets, there's a few other avenues you really look to. One is piggybacking. And so by piggybacking, we're looking for partners or like minded communities that already we have the people we want, and we want to build a connection with the managers or the founders of those communities and essentially piggyback on top of the success they've had to get access to these people. So examples of that might be, maybe you don't want to put $10,000 into a Facebook ad campaign, but maybe you could purchase an advertising spot or in a particular media websites newsletter, or you could write a guest post, or you could do some sort of exchange post promotional exchange with them over a period of six months, where maybe front end of that relationship, they're helping you, but then towards the back end, you're going to balance that out more and start helping them in different ways.Will 00:02:47  So piggybacking and looking at those kind of partnerships is a really good route. Another effort we're going to look to is virality. It's a tough one because it's you know, there are obviously elements to what makes something viral and, and checkboxes that you can go through. But there's always an element of luck there. You don't really know for sure whether a big effort to go viral is going to work. And so it can be a bit of a risk, but virality and that can be things such as word of mouth, marketing strategies, referral strategies and fun content, user generated content, things like ambassadors or affiliate marketing. We might even include some influencer marketing in that. So we've got the virality is certainly a good a good path to go. If you don't want to lean into pushing too much of your budget into paid ads, and then I mean, the fourth and longest one, I suppose is is the organic, you know, people that don't have big budgets and and maybe don't excel. I don't have any partners or I don't have.Will 00:03:53  I can't make things viral. They can't ...

The #1 Mistake Ecom Brand Owners Are Making with AI

Today on the Ecomm Breakthrough Podcast, we’re joined by a true expert at the intersection of technology, data, and e-commerce growth. Ellis Whitehead is the co-founder of DataBrill and a leading mind in PPC management, data science, and business intelligence space. With a PhD in automation and years of experience architecting smart technology for Amazon sellers, Ellis has helped brands leverage data-driven strategies to scale profitably and stay ahead of the competition. He’s here to share how sellers can use advanced analytics and Ai to break through the seven-figure ceiling and unlock the path to eight figures and beyond. Ellis, welcome to the show! Highlight Bullets> Here’s a glimpse of what you would learn…. Leveraging AI and data for scaling e-commerce businesses, particularly for sellers with seven-figure sales.Importance of establishing a proper data infrastructure before utilizing AI.The concept of a "data chain" consisting of four essential links: centralized data, capturing history, connecting disparate data sources, and constructing guardrails for AI.Challenges faced by e-commerce sellers regarding messy or disconnected data.The significance of capturing historical data for trend analysis and forecasting.The necessity of connecting various data sources to derive meaningful insights and metrics.The role of structured databases versus unstructured data storage solutions like shared drives.The impact of AI on decision-making processes and the importance of providing accurate context for AI tools.Recommendations for hiring the right talent to manage data infrastructure and AI integration.The critical need for a solid foundation before implementing AI to avoid compounding errors in business operations.In this episode, host Josh Hadley interviews Ellis Whitehead, co-founder of Data Brill, about how seven-figure e-commerce sellers can leverage AI and data to scale effectively. Ellis outlines a four-step “data chain” for success: centralizing data, capturing historical records, connecting disparate data sources, and building guardrails for AI. They discuss common pitfalls, the importance of solid data infrastructure, and actionable hiring advice for building in-house data teams. The episode emphasizes that AI is only as powerful as the data foundation supporting it, offering practical strategies for sustainable e-commerce growth.Here are the 3 action items that Josh identified from this episode:Prioritize Data Infrastructure:Invest in building a centralized, historical, and connected data warehouse before layering on AI. This is a full-time job—don’t try to do it all yourself.Make Data-Driven Decisions:Use live, visual dashboards to monitor trends, market share, and leading indicators—not just lagging P&L statements. Let data guide your strategic focus.Leverage AI Only After Laying the Foundation:AI can scale your business—or your mistakes. Only deploy AI agents once your data is clean, structured, and governed by clear guardrails.Timestamp:00:00:00 Podcast IntroductionLeveraging AI and data for scaling e-commerce businesses.00:00:58 Guest IntroductionEllis Whitehead’s background and expertise in data, PPC, and Amazon seller growth are introduced.00:02:00 AI Hype & Seller ChallengesDiscussion about the overwhelming AI chatter among e-commerce sellers and the feeling of being left behind.00:02:37 The Importance of FundamentalsEllis emphasizes sticking to business fundamentals despite rapid technological changes.00:03:11 Common Data Mistakes in E-commerceEllis introduces the “data chain” concept and outlines common mistakes sellers make with data and AI.00:05:07 Overview of the Four Data Chain LinksEllis lists the four essential links: centralized data, capturing history, connecting data sources, and constructing guardrails.00:07:29 Step 1: Centralizing DataDetailed explanation of why a structured database (like Postgres) is crucial versus using spreadsheets or shared drives.00:09:21 Technical Setup for Centralized DataDifferences between databases and shared drives, and why structure, speed, and reliability matter.00:11:38 Non-Technical Founders & Getting HelpAdvice for non-technical founders: learning, hiring, or consulting for proper data setup.00:15:14 Ongoing Maintenance CaveatEllis explains that data systems require ongoing maintenance due to changing APIs and data sources.00:16:45 Ways to Ingest DataDifferent methods for getting data into databases: APIs, manual downloads, and handling multiple currencies.00:19:15 Navigating Amazon API AccessChallenges and solutions for brands seeking Amazon API access, including using third-party services.00:21:45 Step 2: Capturing HistoryWhy historical data is vital for trend analysis, forecasting, and making informed decisions.00:24:27 Use Cases for Historical DataExamples of how historical data helps with leading indicators, seasonality, and strategic decision-making.00:26:30 Pitfalls of Ignoring TrendsDangers of relying on static data blocks and the importance of trend analysis for inventory and forecasting.00:29:10 AI Automation Cautionary TaleRisks of automating decisions without proper context and historical data.00:31:01 Tracking Keyword Popularity Over TimeHow tracking keyword trends can explain sales drops and inform campaign adjustments.00:33:24 Step 3: Connecting the DotsCombining disparate data sources to calculate advanced metrics and gain actionable insights.00:35:53 Practical Tactics for Data IntegrationHow to use database views, scheduled calculations, and file storage for efficient data analysis.00:37:05 Step 4: Constructing GuardrailsBuilding guidance and guardrails so AI can answer business questions reliably and avoid costly mistakes.00:39:06 Guardrails in Action: Use CasesExamples of how proper guardrails enable AI to deliver actionable, accurate reports and campaign strategies.00:43:12 Building In-House Data TeamsAdvice on hiring the right mix of technical talent or using consultants.00:44:30 Three Actionable TakeawaysSummary of key actions: hire for data roles, let data drive strategy, and only use AI after building a solid data foundation.00:47:38 Final Recommendations & ClosingEllis’s final advice: start centralizing data in Postgres and set up guardrails for AI.00:48:07 Book RecommendationsEllis shares influential books: “Warren Buffett Accounting” and “1984.”00:49:30 Favorite AI Tools & WorkflowEllis describes his preferred AI tools and workflow: Claude, VS Code, TypeScript, Deno, Postgres, and git.What is Git? (00:50:19)Explanation of git as foundational versioning software for code and text files.00:51:22 E-commerce Influencer RecommendationEllis recommends following George Meressa for advertising and e-commerce insights.00:51:51 Where to Find Ellis WhiteheadInformation on how to connect with Ellis and Data Brill for further help.00:52:20 Podcast OutroClosing remarks and call to subscribe and review the podcast.Resources mentioned in this episode:Josh Hadley on LinkedIneComm Breakthrough ConsultingeComm Breakthrough PodcastEmail Josh Had...