https://www.twibillintelligence.com/insights daily 0.75 2026-04-02 https://www.twibillintelligence.com/insights/ai-content-workflow-sme-cranfield monthly 0.5 2026-04-02 https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/4eb994ab-02d9-4c74-aa36-101655b0835c/From+content+noise+to+structured+marketing+and+commercial+decisions.png Insights - Working with SMEs Through Cranfield: Understanding Where AI Actually Fits in Marketing and Sales Workflows - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.twibillintelligence.com/insights/ai-content-system-market-signals-workflow monthly 0.5 2026-04-01 https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/e39b8ec3-9845-46d7-840b-33ccb92efa11/Ai+Content+Workflow.png Insights - How to Build an AI Content System That Actually Works (Not Just Generates Content) - Make it stand out Ai Content Workflow Development https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/92263c96-6ddd-4484-8986-835001b3aa1d/Ai+Content+System+Automation.png Insights - How to Build an AI Content System That Actually Works (Not Just Generates Content) - Make it stand out End to end AI content workflow built in n8n, from signal ingestion to multi channel output https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/6114ecad-548f-45e0-99e5-77312ae69868/layer+1.png Insights - How to Build an AI Content System That Actually Works (Not Just Generates Content) - Layer 1 - RSS feeds merged + LLM prompt This is the first process layer https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/83da2e9e-0d7b-4b4a-992b-c9a102016270/layer+2.png Insights - How to Build an AI Content System That Actually Works (Not Just Generates Content) - Layer 2 - Web scraping of Articles and relevant content, market signals etc This is the second layer. This adds additional data into the system of market signals. https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/4c0a8401-275b-4ed0-924a-6c5b9e717a5c/layer+3.png Insights - How to Build an AI Content System That Actually Works (Not Just Generates Content) - Layer 3 - LLM data summary + Image generation and output This is layer 3, where all data is funneled, analysed and interpreted against the systems’ rules, formatting and important signals and output structure. https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/08880f4e-58de-4f7c-96d1-3a057272170d/layer+4.png Insights - How to Build an AI Content System That Actually Works (Not Just Generates Content) - Layer 4 - Document Types, LLM formatting and Document Posting The final layer is where a variety of formats and posting across various locations happens https://www.twibillintelligence.com/insights/answer-engine-optimisation-workflow-design monthly 0.5 2026-03-27 https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/8c643f61-e105-4484-bca4-11172b69f37d/answer-engine-optimisation-workflow-design.png Insights - Answer Engine Optimisation (AEO) Is Not About Content. It’s About Workflow Design - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.twibillintelligence.com/insights/ai-workflow-design-marketing-sales monthly 0.5 2026-03-27 https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/879aafd5-7f25-4ab7-aee6-1ca15cac2298/Ai+Workflow+design+marketing+.png Insights - AI Workflows in Marketing: Why Most Fail (And What Actually Works) - Make it stand out AI workflow design for marketing and sales showing lead qualification, decision system, and structured AI process https://www.twibillintelligence.com/insights/ai-judgement-not-automation-will-divide-companies monthly 0.5 2026-03-27 https://images.squarespace-cdn.com/content/v1/69affbade014674283ebe28e/cb7a1b53-15b1-431c-822a-ca3dd453f2d6/Ai+divergence.png Insights - AI Automation vs AI Judgement: Why Most Companies Get This Wrong - Make it stand out Everyone is focused on AI automation. I think the bigger divide will be AI judgement. Some companies will automate fast and weaken decision quality. Others will combine AI with human oversight, employee training, and feedback loops that improve judgement over time. 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