Inputs and Channels
- Manual and uploaded business inputs
- Gmail readonly sync
- Telegram webhook
- Discord Railway Gateway worker
- Facebook Messenger webhook foundation
- Instagram webhook foundation
Architecture
AgenticOps AI Architecture
A production-facing overview of the implemented platform boundaries. Future capabilities remain separated from current analyze-only functionality.
Normalized Models
- Shared message model
- Provider-neutral integration workflow records
- Business analysis records
- Audit findings
- Internal approval records
Intelligence Engine
- Deterministic Web3 rules
- AI-assisted classification
- Business communication analysis
- Budget calculations where source columns exist
- Explainability and human-review flags
Outputs
- Risk, intent and priority
- Suggested replies and actions
- Business reports
- Integration event log
- Approval Center
- Diagnostics and health states
Platform Flow
Incoming Message
Normalize
Analyze
Recommend
Human Review
Report
Audit Trail
Future Execution
Future execution is disabled by default and requires provider permissions, explicit human approval, audit logging and confirmation.