When KMod™ knowledge is shared across datascalehr systems for industry insights, all information that could identify the source is stripped away.
KMod™ AI
Does datascalehr send confidential data to external AI providers?
No. datascalehr uses multiple LLMs including those from Anthropic, OpenAI, Mistral and Meta for certain analyses, but only sends header and contextual data. No confidential client data is ever sent...
What data categories are processed by AI systems?
Four categories: Confidential (internal only), Header (internal + external LLM), Contextual (internal + external LLM), and Behavioral (internal only + external LLM). Confidential data never leaves...
What is KMod™ and does it contain confidential data?
KMod™ is datascalehr's proprietary knowledge model that provides intelligent suggestions for data processing tasks. It contains only contextual, categorization, and behavioral information - no...
Does datascalehr train its AI on my confidential or personal data?
No. Our ML model improves accuracy for all clients through pattern recognition from aggregated rules. This creates compounding value as your predictions become more accurate over time without...
How does datascalehr’s AI learn payroll data?
A March 2026 paper (https://arxiv.org/pdf/2603.15381) from META FAIR (Dupoux, LeCun, and Malik) identifies the core limitation of current AI: once deployed, models learn nothing. Learning is...