# Generative AI as a Copilot for Internal Curation | Vindula > Combine artificial intelligence and human review to deliver relevant knowledge every day. Source: https://vindula.ai/blog/ia-copiloto-curadoria-conteudo-interno Intranet # Generative AI as a Copilot for Internal Curation Combine artificial intelligence and human review to deliver relevant knowledge every day. Fabio Rizzo Matos Especialista em Employee experience, Intranet e Inteligência Artificial @fabiorizzomatos November 5, 2025 4 min read > Combine artificial intelligence and human review to deliver relevant knowledge every day. ### Quick summary - Objective: Implement AI-assisted curation flows inside the intranet. - Audience: Knowledge teams, technology teams and content leaders. - Benefits: Speeds up material discovery, reduces duplication and keeps content up to date - Keywords: generative AI, curation, knowledge base, feedback loop, automation. ## Definition of priority use cases Start with questions that repeat often, outdated documents and high-demand topics. A modern corporate intranet works as the employee experience hub. In this section about "Definition of priority use cases", the goal is to turn the concept into practice, avoid jargon and prioritize decisions that move indicators. The focus is social intranet, integrations and AI layers applied to business context. An efficient approach combines diagnosis, impact-based prioritization and two-week iterations. Document hypotheses, define success criteria and involve partner areas from the start: Communications, IT, Security, Legal and HR. #### Good practices - Start simple and measurable: one sprint delivery that creates immediate value. - Standardize names and taxonomies to avoid content silos in the intranet. - Create page and card templates to speed up republishing and keep consistency. - Use light segmentation and personalization by business unit, role and location. - Collect continuous feedback inside the intranet through polls, reactions and internal NPS. #### Practical example - Map the current flow related to the topic and find bottlenecks. - Propose a high-impact card or page with clear CTAs: do, learn or request. - Publish to a pilot group and track consumption, clicks and conversions. - Iterate content and UX from engagement data. ## Human + machine workflow Let AI suggest summaries, tags and related content while editors approve sensitive changes. A modern corporate intranet works as the employee experience hub. In this section about "Human + machine workflow", the goal is to turn the concept into practice, avoid jargon and prioritize decisions that move indicators. The focus is social intranet, integrations and AI layers applied to business context. An efficient approach combines diagnosis, impact-based prioritization and two-week iterations. Document hypotheses, define success criteria and involve partner areas from the start: Communications, IT, Security, Legal and HR. #### Good practices - Start simple and measurable: one sprint delivery that creates immediate value. - Standardize names and taxonomies to avoid content silos in the intranet. - Create page and card templates to speed up republishing and keep consistency. - Use light segmentation and personalization by business unit, role and location. - Collect continuous feedback inside the intranet through polls, reactions and internal NPS. #### Practical example - Map the current flow related to the topic and find bottlenecks. - Propose a high-impact card or page with clear CTAs: do, learn or request. - Publish to a pilot group and track consumption, clicks and conversions. - Iterate content and UX from engagement data. ## Continuous improvement cycle Use searches, clicks, ratings and comments to retrain prompts and improve curation rules. A modern corporate intranet works as the employee experience hub. In this section about "Continuous improvement cycle", the goal is to turn the concept into practice, avoid jargon and prioritize decisions that move indicators. The focus is social intranet, integrations and AI layers applied to business context. An efficient approach combines diagnosis, impact-based prioritization and two-week iterations. Document hypotheses, define success criteria and involve partner areas from the start: Communications, IT, Security, Legal and HR. #### Good practices - Start simple and measurable: one sprint delivery that creates immediate value. - Standardize names and taxonomies to avoid content silos in the intranet. - Create page and card templates to speed up republishing and keep consistency. - Use light segmentation and personalization by business unit, role and location. - Collect continuous feedback inside the intranet through polls, reactions and internal NPS. #### Practical example - Map the current flow related to the topic and find bottlenecks. - Propose a high-impact card or page with clear CTAs: do, learn or request. - Publish to a pilot group and track consumption, clicks and conversions. - Iterate content and UX from engagement data. ## Recommended indicators - Search success rate - Duplicate content reduction - Average time to update knowledge - User satisfaction with recommendations ## Implementation roadmap - Week 1: inventory knowledge sources and repeated questions. - Week 2: define prompts, review policy and approval owners. - Week 3: test AI suggestions in a controlled pilot. - Week 4: measure adoption, tune rules and scale. ## Next steps - Connect curation to onboarding journeys. - Create a feedback loop for content owners. - Define escalation for sensitive or regulated topics. ### Fabio Rizzo Matos Especialista em Employee experience, Intranet e Inteligência Artificial Especialista em employee experience, intranet e inteligência artificial, lidera projetos que conectam dados de engajamento a estratégias digitais na Vindula. @fabiorizzomatos Explore the platform ### Want to see this in practice? 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