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How it Works?
An in-line decision layer between your agents, applications and LLMs.
Sovereign Data & Zero Data Leakage
Ensure sensitive data like PII never leaves your perimeter. Acharya dynamically identifies a range of personal identifiers (PAN, Aadhaar, Policy IDs, URN) across text, PDFs, and scanned documents.
Compute & Cost Optimization
Enhance on-premise utilization & manage frontier cloud token costs. Acharya polls realtime KV cache telemetry from local vLLM clusters
LLM Guardrails
Give enterprise agents operational autonomy without granting uncontrolled authority. Acharya implements deterministic boundary rails and semantic guardrails to prevent exploitation
Problem Statement
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Sovereign Data & Leakage Prevention
Prevent raw PII exposure, scan attachments and ensure compliance.
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GPU ROI vs Cloud Wastage
Enhance use of on-prem GPUs, reduce wasted tokens and manage batch tasks.
Forensic Observability & Dual-Lock Access
Transform opaque LLM interactions into compliant, auditable enterprise workflows. Every prompt, routing decision and PII are committed to a audit ledger.
Seamless Enterprise Integration
Acharya acts as a centralized gateway connecting your existing agent frameworks to hybrid LLM infrastructure. It handles authentication, routing, finops & cost management with zero disruption
Built for Scale and Speed
Add robust governance with near-zero latency overhead (10-50ms for text). Built on a Kubernetes-native, air-gap sovereign architecture on-premise or in the cloud