servisbot/insights repository overview

As intents evolve overtime, although logically related, training utterances vary syntactically and semantically. The variation become hard to manage, leading to a collapse in separation between intents. Eventually manual learning stalls from the unintended cohesion that grows between intents. ServisBOT Insights takes a deep dive into your NLU Design. It peers into the blackbox to understand critical limitations to enhanced performance.

Our tool will demonstrate that it can identify and eliminate the cohesion between intents, aka "Overlap". It will also show which data can be added to the design without compromising intent separation, effectively putting up guardrails to maintain NLU performance.