Not every AI idea deserves a pilot. This practical scoring matrix helps small businesses, project managers and public-sector teams compare AI opportunities by value, readiness and risk, then select the strongest use case with evidence.
Soup: The Open-Source Tool Making LLM Fine-Tuning Easier on Local Hardware
Discover Soup, an open-source CLI that simplifies LLM fine-tuning using YAML, QLoRA, and layer streaming. Learn how it can fine-tune an 8B model on GPUs with as little as 4 GB of VRAM.
Is Your Business Ready for AI? A Practical Readiness Assessment
Buying an AI tool is easy; preparing a business to use it well is harder. Use this 25-question scorecard to assess value, data, technology, people and governance—and identify what to fix before your next AI investment.
How to Run a Shadow AI Audit in Your Business
Employees may already be using unapproved AI tools with company information. This practical shadow AI audit helps businesses discover current usage, classify risk, approve useful tools and monitor them without imposing an ineffective blanket ban.
How to Run a 30-Day AI Pilot Before You Scale
A successful AI pilot is not a month-long product demo. This practical 30-day plan helps businesses select one measurable use case, establish a baseline, test real work, control risk and make an evidence-based decision.
AI Acceptable Use Policy Template: A Practical Guide for Small Businesses
Employees may already be using AI at work. This practical guide and copy-ready acceptable use policy help small businesses define approved tools, protect sensitive data, require human review and assign accountability.
How to Evaluate an AI Tool Before Buying It: A 15-Point Checklist for Businesses
An impressive AI demo does not prove business value. Use this 15-point checklist, weighted vendor scorecard, pilot plan and realistic ROI method before your business buys an AI tool.
Lumen YouTube Automation Agent: How AI Agents Can Run an End-to-End YouTube Content Workflow
Lumen YouTube Automation Agent shows how specialized AI agents can work together to automate the entire YouTube content workflow—from idea generation and script writing to thumbnails, SEO, publishing, and analytics. This open-source project is a practical example of how agentic AI is evolving from simple assistants into end-to-end workflow automation.
Gemini 3.7 Flash: Faster, Smarter AI for Enterprise Workflows and Agents
Google has introduced Gemini 3.7 Flash, its latest AI model designed for coding, intelligent agents, and … Gemini 3.7 Flash: Faster, Smarter AI for Enterprise Workflows and AgentsRead more
Google Agents CLI: From AI Agent Prototype to Production in One CLI
https://developers.googleblog.com/agents-cli-in-agent-platform-create-to-production-in-one-cli Google’s Agents CLI: Why One CLI Could Change How AI Agents Move from Prototype to … Google Agents CLI: From AI Agent Prototype to Production in One CLIRead more