AI Dictionary · 3 / 22 · What are you actually using?

AI-enabled

Software that adds AI to particular tasks while the product's main work still runs without those features.

AI-enabled software adds AI to particular tasks in a product that still does its main work without those features. A back-office system may keep client records and tasks as it always did, then add a page that drafts from meeting notes. The AI helps with that task; it does not define the whole product.

After Tom and Grace Oduya's first meeting, an administrator uses such a page to draft their fact-find from the adviser's notes. It returns proposed answers on its own screen. She checks them against the notes and enters the answers into the back-office fields. If the AI page were switched off, the firm could still complete and store the fact-find using those fields. That is what makes this product AI-enabled in this example.

The meeting notes remain the source of the clients' answers; the AI draft is another step in handling them. A check against the AI page would confirm only what the administrator copied, not whether it matches the meeting. Other AI-enabled features may work in the background or write to a record. The label alone does not tell the firm what any feature can read or change.

Not to be confused with

  • In an AI-native product, AI is central to the main job it exists to do. Neither label establishes what its AI may read, write or change.
  • Vendors use AI-enabled in different ways. Ask which tasks use AI and whether the product's main work still functions without those features.
  • Enabled, in this entry, is not a setting. Any product can have its AI features enabled, meaning switched on.

Overheard

PrincipalDoes the new AI page make our back office AI-native?

AdministratorIt drafts the fact-find, but the back office still works without it. I check its answers against the meeting notes before entering them.

Where it sits

AI-enabled

Grey words are still being written.

Sources

Last reviewed

  1. 1The Future of ServicesMarc Bhargava and Kate Bender, General Catalyst ·
  2. 22025 State of AI Report: The Builder's PlaybookICONIQ ·
  3. 3Agent-Native: The Next Architecture for SoftwareVishwas Gopinath, Builder.io ·
  4. 4A Grey Literature Review of AI-Native ApplicationsCao et al., arXiv ·
Status
Reviewed
Named reviewer
None recorded

Next · 4 of 22

Chat app vs AI inside a product

A chat app is a general AI product for conversation; AI inside a product works within software built for a particular firm task.