- Create conversational agents
- Unstructured text and image assets can be extracted from or metadata added.
- Create ML models that suggest the next best actions and forecast prospects’ propensity for purchasing or automating decision making for business workflows
These efforts will be focused on three main functional areas: vision, language, and automated machine learning (autoML). The report states that language services include natural language understanding, conversational agent frameworks and text analytics. Sentiment analysis and other capabilities are also included. The vision services include image recognition and video content analysis. AutoML services are automated tools that allow developers to prepare data, feature engineer, create models, deploy them, monitor and manage them without needing to learn data science. Licensed-for-distribution copies of Magic Quadrant reports are typically provided by vendors who are covered, easily discoverable with a quick Web search. Gartner’s view of the market is not necessarily based on today’s market. It is focused on the future transformational capabilities and potential uses of technology.