Want employees to appreciate the value of AI? Start with a practical problem that makes their working day easier.

One example is an AI-powered information-monitoring workflow that transforms an overwhelming stream of content into a focused, useful briefing.

AI agents monitor curated sources, collect new content, apply relevance and quality filters, and avoid reprocessing anything already covered. For each accepted item, AI produces:

• A structured summary and key takeaways, with a link to the original sourc
• A “why it matters” assessmen
• Topic and sentiment classificatio
• A reliability rating—from confirmed to speculativ
• A fake-news risk fla
• A composite score based on relevance, newsworthiness, source quality and verification status

Human verification is recommended in all cases. AI can support the filtering and assessment process, but it should not replace human judgement.

But automation is only part of the solution. The briefings we create for our audiences are delivered through a password-protected environment. The design of the reading experience is equally important—and something we think about a lot.

A useful briefing should not simply generate more content. Careful thought must go into what makes the cut, how claims are assessed, how sources are balanced and how insights are presented.

The same approach can support different audiences, for example:

• An AI news briefing based on leading YouTube channels
• A specialist pharma and health-sciences briefing
• Optional personalisation based on someone’s role, interests or subject area

Projects like these can demonstrate the everyday usefulness of AI, build confidence and create wider organisational buy-in.

One important caveat: low-code does not necessarily mean easy. As more sources, filters, scoring rules and verification checks are added—and optional features such as personalisation are introduced—workflows can become increasingly sophisticated.

The key is to think big, start with a focused quick win, prove its value and improve it over time.

The links below are public samples showing the approach in action 👇

AI Video Intelligence Briefing.

Pharma & News Monitoring.