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AI in practice

Small changes.
Useful possibilities.

These illustrative workflows show where AI assistance can fit into everyday work. The right implementation depends on your tools, data, and team.

01 / Example workflow

Reporting & analysis

A weekly report often involves moving information between tools before anyone can think about the result.

The manual routine
  1. Download reports from different systems
  2. Clean the exports and align the columns
  3. Write the summary from scratch
With AI assistance
  1. Collect approved data into a consistent structure
  2. Use AI to draft a summary with the supporting numbers
  3. Have a person check the evidence and explain what matters

The opportunity: spend more of the reporting cycle on interpretation and action.

02 / Example workflow

Content & SEO workflows

Good content needs a clear brief, useful information, and a careful editor. AI can assist with the first pass while people stay responsible for the result.

The manual routine
  1. Gather background information for each page
  2. Start every outline and draft from a blank document
  3. Reformat content for different publishing systems
With AI assistance
  1. Prepare an approved brief and source material
  2. Use AI to assist with outlines and structured drafts
  3. Check facts, refine the voice, and publish through an editor

The opportunity: make the preparation repeatable and give the editor more time for quality.

03 / Example workflow

Finding internal knowledge

Useful answers can be scattered across documents, notes, and the people who remember where something lives.

The manual routine
  1. Search several folders for the right document
  2. Ask a colleague to find the latest answer
  3. Rewrite the information for the person who needs it
With AI assistance
  1. Make approved documents easier to retrieve
  2. Draft an answer with visible source references
  3. Have a person verify that the answer fits the question

The opportunity: make information easier to find while keeping its source and review visible.

A good place to start

Which workflow
would you rethink?

Bring a task that feels harder than it needs to be. We’ll start there.

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