SEPTEMBER 24, 2025
Sharpen Outputs, Find Your Blind Spots, Get Rid of Perfectionism, and Challenge Your Thinking with These 16 Prompts
25 Business Intelligence Uses for Generative AIMost Are Ways Typical ChatGPTers IgnoreGenerative AI helps business intelligence teams turn raw data and documents into decisions. Below are practical use cases across marketing, sales, operations, finance, and governance. For each one, you’ll see what goes in, what methods are common, and the output leaders can act on. Revenue and Marketing AnalyticsMarketing mix modeling and budget reallocation. Feed the model with channel spend, impressions, product price, promotions, and seasonal patterns. Modern mix models account for carryover and saturation, so weekly return curves make sense in the real world. The output includes the marginal return by channel and a budget plan that allocates funds to the channel with the highest return. Teams that follow these plans often target a ten to twenty percent lift in return on ad spend. Campaign uplift modeling. Use treatment and control logs to find people who change their behavior because of the campaign—not those who would convert anyway. Causal uplift models surface who to target and who to leave alone. The result is a target list, a “do not target” list, and a lower cost per incremental conversion. Next‑best offer and bundle optimization. Train on carts, product catalog data, and text or vector embeddings of product content. The system suggests the next offer at checkout or through the customer relationship management system and proposes bundles that pair well together. Expect higher attach rates and a lift in average order value when these offers are tested and rotated. Lead scoring and routing. Combine firmographic data and every touchpoint from the customer relationship management system to score the chance to close by account. Apply service‑level agreements in the rules so hot leads go to the right rep fast. The payoffs are higher win rates and shorter speed‑to‑lead. Price elasticity and promotion lift by region and product. Hierarchical demand models use your prices, promotions, competitor pricing, and seasonality to estimate how quantity changes with price at each level. The deliverable is an elasticity matrix and a list of “safe” price moves that protect margin. Leaders track margin dollars gained, not just volume moved. CHECK OUT THE REST ON SUBSTACKHIGHLIGHTS: Faster-cooling chips; AI parenting; AI demands for 10 nuclear reactors; Facebook Dating uses AI to combat 'swipe fatigue'; OpenAI mobilizes for AI device
Strata Is Your GPS to Thousands of Tools and AppsStrata is like a GPS for your AI agents: one MCP server that guides them step-by-step through thousands of tools across apps, so they choose the right action without token bloat or “choice paralysis.” Instead of dumping every tool into context, Strata progressively narrows the path—intent → app → category → action—making complex, multi-app workflows far more reliable. It’s open-source, works via UI or API, supports custom MCP servers, and ships with evals showing \~+15% pass\@1 gains vs baseline GitHub/Notion servers—plus a $200 credit to get started. Learn more: https://www.klavis.ai Read All mAIn Street Back Issues HereYour input fuels the content. Let me know how I did today! |
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APRIL 3, 2026 mAIn Street mAIn Street AI News for Non-Techies Small business owners, managers, tinkerers, and everyone in-between. Top Stories Top 5 AI Stories Today Security & Privacy • Google Millions of Americans face risk from AI disrupting vital 'gateway' jobs, career pathways Policy & Regulation • Google Microsoft to invest $10 billion in Japan for AI and cyber defence expansion - Reuters Business & Work • Google Pretending To Work: AI , Productivity , And The Performative Art Of Jobs -...
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APRIL 1, 2026 mAIn Street mAIn Street AI News for Non-Techies Small business owners, managers, tinkerers, and everyone in-between. Top Stories Top 5 AI Stories Today Security & Privacy • Google Jamie Dimon says "life will be better" with AI , but notes risks for workers - CBS News Policy & Regulation • HN My son pleasured himself on Gemini Live. Entire family's Google accounts banned Business & Work • Google How Workday is building an AI -ready marketing engine with Adobe - Ad Age Business &...