AI Runtime — AI-native architecture
AI is a built-in runtime, not an add-on. Atan is an OS-level assistant, not a chatbot.
AI is a runtime, not a plugin
The AI capability center and the CLI share one capability definition — what AI can do, CLI can do
OS capability registry
Business capabilities register to the OS via a unified interface
AI Runtime dispatch
The LLM understands intent and dispatches registered capabilities
Atan execution
Natural language → capability call → structured response
Six AI capabilities
OCR · extraction · anomaly detection · forecasting · Q&A · decision support
OCR document recognition
Invoices, contracts, and reports structured automatically
PaddleOCRInformation extraction
Unstructured text → structured business data
LLMAnomaly detection
Realtime energy and device anomaly alerts
Time-series modelsTrend forecast
Energy and emissions trend analysis
ARIMA + LLMIntelligent Q&A
Policy interpretation, data queries, report generation
LLM + RAGDecision support
Charge/discharge strategies and efficiency recommendations
Optimizers + LLMAtan · conversation demo
Not a chatbot — an OS-level assistant that operates the business system
How is this month’s emissions trend?
This month’s total emissions: 892.4 tCO₂e, down 12.3% YoY. Main abatement sources: 1. Solar substitution → -156 tCO₂e 2. Smart HVAC optimization → -89 tCO₂e 3. Lighting retrofit → -34 tCO₂e Watch: Building 3 HVAC is 18% high. A work-order suggestion has been created.
Find the latest carbon-trading policies
Found 3 recent carbon-trading policies: 1. 2026 National ETS Allowance Allocation Plan (2026-02-15) 2. Interim Measures for Carbon Trading — implementation rules (2026-01-20) 3. Voluntary Emission Reduction Trading — supplementary rules (2025-12-30) Which one should I explain in detail?
AI deployment architecture
Supports on-prem inference for data-security requirements
Ollama on-prem inference
LLMs run on local Mac Studio / GPU servers; data stays on the LAN
PaddleOCR private
OCR models deployed on-prem; document data stays secure
Graceful fallback
If AI is down, a rules engine takes over so operations continue