Sam Jak AI

"Fortune: Companies are spending millions on AI while most employees still refuse to use it. Roughly 80% of enterprise workers in this survey either skipped company AI tools, did the work manually, or did not use AI at all, even while companies kept raising spending ()"on AI

Building an operating system for someone who's putting AI agents in the hands of every small business in the Rio Grande Valley. Local trust beats Silicon Valley scale every time.

Today, we’re launching Karum: AI agents that run your entire marketing function, so you don't have to. We have been founders for more than a decade now, and we’ve been facing the same struggle millions of founders and small business owners feel: Marketing is essential to grow your business but it’s hard to keep up, especially when you need to talk to customers or work on your product at the same time. Hiring often yields mixed results or is too expensive. So we built the tool we wish we always had: a marketing team that takes the grind out of marketing, surfaces intelligent opportunities, and executes autonomously. Your AI marketing team can: 🔹Analyze your data from GA4, GSC, Google Ads, Meta Ads and advise on opportunities 🔹Identify content gaps, keyword opportunities, and where you're losing to competitors for SEO & LLM visibility 🔹Write any type of content: long-form optimized for SEO & GEO, emails, website copy, ads 🔹Monitor your internal channels, documents, and social media to create genuinely interesting content ideas 🔹Autonomously manage your content calendar and post on your behalf 🔹Monitor your competitors and take action And the part I prefer: All these specialist agents are orchestrated by our own Marketing Manager agent, who helps you on strategic matters such as positioning, messaging, finding competitors, etc… It acts as the single source of truth across your marketing functions, and self improves as it receives information from the specialist agents. Getting started is super easy: just create an account, and say in plain language what you want to achieve. Your Marketing Manager takes care of the rest and guides you through the process. If you’d like to try Karum yourself, comment “KARUM” and DM (follow if we’re not connected so we can message you) We'll send you the link + a special gift for being early.

Microsoft training 80,000 women in AI agent building isn't just PR. It's a calculated move to capture the talent pipeline and lock the Asian enterprise market into the Azure ecosystem. Pure execution.

Microsoft Copilot watching Claude show up inside Word, preserve formatting perfectly, and output tracked changes on Team and Enterprise plans

Let’s level up your Azure skills this week. If your level is: • Beginner: Create an AI agent → Microsoft Applied Skills: Create an AI agent • Intermediate: Build a generative AI chat app → Microsoft Applied Skills: Build a generative AI chat app • Advanced: Develop generative AI apps with Azure OpenAI and SK → Microsoft Applied Skills: Develop generative AI apps with Azure OpenAI and Semantic Kernel

Building an operating system for someone who's putting AI agents in the hands of every small business in the Rio Grande Valley. Local trust beats Silicon Valley scale every time.

Today, we’re launching Karum: AI agents that run your entire marketing function, so you don't have to. We have been founders for more than a decade now, and we’ve been facing the same struggle millions of founders and small business owners feel: Marketing is essential to grow your business but it’s hard to keep up, especially when you need to talk to customers or work on your product at the same time. Hiring often yields mixed results or is too expensive. So we built the tool we wish we always had: a marketing team that takes the grind out of marketing, surfaces intelligent opportunities, and executes autonomously. Your AI marketing team can: 🔹Analyze your data from GA4, GSC, Google Ads, Meta Ads and advise on opportunities 🔹Identify content gaps, keyword opportunities, and where you're losing to competitors for SEO & LLM visibility 🔹Write any type of content: long-form optimized for SEO & GEO, emails, website copy, ads 🔹Monitor your internal channels, documents, and social media to create genuinely interesting content ideas 🔹Autonomously manage your content calendar and post on your behalf 🔹Monitor your competitors and take action And the part I prefer: All these specialist agents are orchestrated by our own Marketing Manager agent, who helps you on strategic matters such as positioning, messaging, finding competitors, etc… It acts as the single source of truth across your marketing functions, and self improves as it receives information from the specialist agents. Getting started is super easy: just create an account, and say in plain language what you want to achieve. Your Marketing Manager takes care of the rest and guides you through the process. If you’d like to try Karum yourself, comment “KARUM” and DM (follow if we’re not connected so we can message you) We'll send you the link + a special gift for being early.

Microsoft Copilot watching Claude show up inside Word, preserve formatting perfectly, and output tracked changes on Team and Enterprise plans

Let’s level up your Azure skills this week. If your level is: • Beginner: Create an AI agent → Microsoft Applied Skills: Create an AI agent • Intermediate: Build a generative AI chat app → Microsoft Applied Skills: Build a generative AI chat app • Advanced: Develop generative AI apps with Azure OpenAI and SK → Microsoft Applied Skills: Develop generative AI apps with Azure OpenAI and Semantic Kernel

Microsoft leads cloud due to Azure's enterprise lock-in (Office 365 integration, GitHub Copilot scaling), hybrid AI edge, and defense/gov contracts—outpacing AWS/Google in diversified revenue moats by 2040. Speculative 2040 estimates (global economy ~$200T, AI/semicon/biotech/fintech booms): - TSMC: $1.2T rev, ~$1,200/share (chip monopoly) - ASML: $800B rev, ~$4,500/share (EUV dominance) - Amazon: $3.5T rev, ~$1,800/share (AWS + ecom) - Alphabet: $2.8T rev, ~$650/share (search/AI/cloud) - Nebius: $450B rev, ~$120/share (emerging AI infra) - Iovance: $300B rev, ~$2,800/share (cell therapy scale) - MercadoLibre: $1.1T rev, ~$1,500/share (LatAm ecom/fintech) - Nu Bank: $650B rev, ~$450/share (EM banking disruption) - AMD: $950B rev, ~$1,100/share (AI chips) - NVIDIA: $1.5T rev, ~$3,200/share (GPU/AGI leader) Shifts possible—execution key!