Hermes Agent & Local AI Engine
Understanding the architecture behind autonomous tool-calling agents running directly on your internal hardware via private Ollama endpoints.
Zero Cloud Data Exposure
Standard commercial AI models require transmitting your client purchase orders, internal pricing, and proprietary part numbers over the public internet. Our Hermes agents execute locally on your premises (or private LAN server) with strict network boundaries.
Native Tool & Function Calling
Hermes models are specially trained for structured JSON function-calling. Rather than generating conversational prose, they invoke specific database lookups, ERP staging endpoints, and calculation scripts deterministically.
Autonomous Verification Loop
Hermes observes the output of each tool call, cross-checks results against tolerance rules, and self-corrects before staging data for human sign-off. You maintain full oversight with zero manual re-typing.
The Autonomous Execution Pipeline
How Hermes Executes Everyday Operational Tasks
PDF PO arrives via email, or SCADA machine log alerts overnight downtime.
Gemma 4 / Hermes reasoning engine evaluates internal business rules.
Agent executes structured SQL, ERP API, or calculation tool calls.
Clean verified draft staged in ERP with full audit trails for staff sign-off.
Hermes Agent Workflow Simulator
Execute a simulated autonomous agent loop running live reasoning and tool-calling.