The present disclosure provides systems and methods for secure, compliant, context-driven electronic communications using an agentic AI platform. Within a
server, modular AI bot components are dynamically instantiated, sequenced, and deallocated by a bot
orchestration engine in response to
workflow context extracted from
inbound communication data. Computer-
executable instructions stored in memory implement a multi-stage privacy pipeline including REGEX matching, NER, and locally retrainable SLMs language models to redact PII and other sensitive identifiers prior to further
processing. The architecture incorporates
parallel processing routines for privacy
enforcement, context extraction, compliance evaluation, and agentic bot management. Composite prompts generated from bot outputs are supplied to downstream LLMs for draft creation. Generated drafts undergo post-
processing and automated review for regulatory compliance by a compliance engine, while an audit log module records transactions for
traceability and continuous
system optimization.