AI coverage tends toward two extremes — total transformation or total skepticism. The practical reality sits in between.
What it's genuinely good at today
Drafting first versions of routine writing, summarizing long documents, and speeding up repetitive tasks like formatting or basic data cleanup. These are real, immediate time savings for most organizations.
What it's not reliable for yet
Anything requiring factual precision without review — legal language, financial figures, or client-specific commitments — still needs a human check before it goes out the door.
The realistic starting point
Most organizations get more value from a handful of well-understood use cases (meeting notes, first drafts, internal research) than from trying to adopt AI everywhere at once.
Cost is lower than most people assume
Many organizations already have access to AI tools through their existing Microsoft 365 subscription, well before considering a separate paid tool.
Adopted with a clear sense of what it's for — and what still needs a human — AI tools can meaningfully reduce repetitive work without requiring a major initiative to get started.