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AI-enabled

noun

Software where people do the work and the AI sits in particular places, like a side panel. The AI works on what you or the product gives it.

An administrator has the adviser's notes from a first meeting with Tom and Grace Oduya. She opens the AI page in the firm's back office, pastes the notes in and asks for a fact-find. The AI drafts one on its page, and she keys each answer into the fact-find fields. A paraplanner then checks every field against the AI's page. They all match. A month later, drafting the suitability report, the adviser sees Tom's own pension contribution recorded as 8%. The notes say 5%, but the AI's page said 8%.

The AI in this product sits on a page of its own, reads what someone pastes in there and can write nowhere else. So its answer became one more document between the notes and the record, keyed across by hand. That makes the product AI-enabled. In AI-enabled software, people do the work through the product's screens. The AI sits only in particular places, such as a button, a side panel or a separate page. It works on whatever the person or the product gives it there and can't act anywhere else in the product.

Many firms check keyed fields against the document they were keyed from, such as a provider statement. That check works when the document is a source. Here it was the AI's page, which is only the AI's reading of the notes, so the check confirmed the keying and nothing more.

Not to be confused with

  • In an AI-native product, the AI works through the same actions and records as the people using it, on whatever screen they have open, so nobody keys its answer across.
  • AI-enabled has no agreed meaning, and vendors and investors use it in several senses. This dictionary uses it for where the AI sits in a product and what it can act on.
  • AI-powered and AI-first are marketing labels with no settled meaning. Bolt-on AI usually names the same thing as AI-enabled, less kindly.
  • Enabled, in this entry, is not a setting. Any product can have its AI features enabled, meaning switched on.

Overheard

AdviserHow did 8% get through the keying check?

ParaplannerOur back office is AI-enabled, so we key from the AI's page, and I checked the fields against that. From now on I'll check them against your notes.

Where it sits

AI-enabled

Grey words are still being written.

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Sources

Last reviewed 29 SEPT 2026

  1. The Future of Services ↗Marc Bhargava and Kate Bender, General Catalyst · 28 AUG 2025
  2. 2025 State of AI Report: The Builder's Playbook ↗ICONIQ · JUN 2025
  3. Agent-Native: The Next Architecture for Software ↗Vishwas Gopinath, Builder.io · 08 MAY 2026
  4. A Grey Literature Review of AI-Native Applications ↗Cao et al., arXiv · 21 JUL 2026

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