Verint Community marketplace

Enrichment Toolkit

AI that makes a community's content easier to find, easier to read and better organised, with no extra work for anyone.

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What it does

A community's content builds knowledge and connects members to each other. The Enrichment Toolkit applies AI to make it easier to find, easier to read and better organised, without adding work for authors or administrators.

Its most powerful feature is semantic search: finding content by meaning rather than by the exact words. A member searching for "how do I reset my account" finds threads titled "I can't log in", because the model understands they are asking the same thing.

The Enrichment Toolkit from 4 Roads: a light bulb, a tag, a key and a document, joined up.

Key features

  • Semantic search

    Search that understands what members mean, on MongoDB Atlas or Azure Cosmos DB.

  • Suggested tags

    A thread posted without tags gets suggestions its author can accept, pick from or dismiss. Nothing is tagged without them.

  • Tagging rules

    A minimum confidence, tags to prefer and to exclude, and keywords mapped to tags.

  • Thread summaries

    An AI summary on long discussions, so members can decide whether to read in full.

  • Blog post summaries

    An accurate summary as the post's excerpt, not its first paragraph cut short.

  • Alt text for images

    Descriptions written for images as they are uploaded, for screen reader users and for search.

Why use it

  • Search that finds what members mean, not only what they type
  • Tags that are there by default, not chased after
  • Long discussions members can take in at a glance
  • Images that are accessible and searchable
  • No dependency on consumer AI: all of it runs on 4 Roads' own infrastructure

What it needs

  • Verint Community 13 or 14
  • For semantic search: a MongoDB Atlas cluster (M10 or higher), or Azure Cosmos DB for NoSQL with vector search
  • A Contextuly API subscription, for every feature: Contextuly is 4 Roads' own AI service, run on its own infrastructure

Want it on your community?

We built it, and we can fit it to the way your community works.

Robert Nash

Speak to Rob (we can't promise he won't be on his bike)

Let's chat

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