Native Push vs. Hybrid Modes: Technical Decision Tree
Decide between Native Push and Hybrid Push for the Cams Gateway: Device SDK, DB Pull or File Processing, direct or indirect topology, and API access.
Biometric Gateway
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Protocol Adapter Architecture: Legacy SDK to Cloud API
Explains protocol adapter architecture for biometric devices: how SDKs decode device protocols, four adapter layers, cloud needs and SDK migration.
Why n8n Workflows Cannot Talk to Biometric Devices
Why n8n cannot reach biometric terminals directly (sockets, binary protocols, no events) and how a gateway translates them into webhooks and REST calls.
How AI Agents Run Biometric Access Control Across Industries
How AI agents such as ChatGPT, Gemini and Claude use MCP and JSON over HTTPS to enrol users, pull logs and revoke access via Cams Biometrics Gateway.
Why AI Agents Silently Reject Biometric APIs
Why proprietary SDKs, static IPs and binary payloads make biometric systems unusable by AI agents, and what a JSON, REST and MCP-based API changes.
