SSENDIKOSmart Environment AI Kernel
AGENTIC AI FOR SMART ENVIRONMENT

Smart Environment Network &
Digital Intelligent Kernel Optimization

Agentic AI for IoT Data Intelligence, Prediction, Forecasting & Optimization

0Data Sources
0Datasets
0Model Runs
11Algorithms
SENDIKOAI KERNEL
INTELLIGENCE LAYERS

One kernel, end-to-end environmental intelligence

Authenticated Scraping

Collect HTML tables and chart objects from public pages or authorized login-protected IoT dashboards using Requests or optional Playwright.

Prediction

Supervised regression and classification with configurable features, targets, holdout size, and model parameters.

Forecasting

Time-series forecasting with lag-based models, recursive future predictions, and backtest metrics.

Unsupervised AI

K-Means, DBSCAN, and Isolation Forest for clustering, behavior segmentation, and anomaly detection.

AGENTIC WORKFLOW

Observe → Plan → Scrape → Learn → Predict

The SENDIKO agent chooses a whitelisted analytical path from your goal, refreshes IoT data, detects numeric/time fields, runs a model, and records the plan and result for auditability.

IoT WebScraperDatasetAI KernelInsight