Some use cases
AI/ML training data generator
Task: A customer needs a universal tool, that provides AI/ML training data from various data sources.
Solution: The training data generator consists of multiple, reusable, deployable SPICE microtubes.
Benefits:
• configurable automatization
• predefined tokenization, localization - algorithms
• scalable for multiple trainings
• significant cost and energy savings
App review reporting
Task: An app manager needs weekly reports regarding customer satisfaction.
Solution: The App Review Management IT System deploys one or more SPICE microtubes to generate reports.
Benefits:
• configurable automatization
• customizable reporting templates
• no code changes in the IT system required
• significant cost and energy savings
Database migration
Task: Replacement of cost intensive or legacy systems. Data cleansing and refactoring.
Solution: Deployment of one or more reusable microtubes per migration process.
Benefits:
• synergies with different DB vendors
• predefined algorithms
• DDL / DML script import / export
• significant cost and energy savings
AI product improvement
Task: A product shall be reviewed based on customer feedback, so the Net Promoter Score (NPS) can be increased.
Solution: Two SPICE microtubes are deployed: one that gathers customer product reviews from various sources and a second one that attaches customer care replies to the original product reviews.
Benefits:
• high level of automatization
• AI classification supports customer care in a faster understanding of the product user's problem
• continuous increase of NPS
• significant cost and energy savings