Integrations

Connect your historian to the tools you trust

Bring your historian data into spreadsheets, dashboards, code and AI assistants with the same context and definitions wherever your teams work.

Your historian, wherever your teams work

Capture context once. Access your data from Excel, Grafana, code and AI assistants with consistent definitions across your workflows. Explore the integrations below to see how Factorian brings industrial data into everyday analysis.

Excel Add-In

Live queries, batch and event tables, and refreshable workbooks instead of stale CSV exports.

Pulling live data into Excel

Grafana Plugin

Batch overlays, phase timelines and alarm markers on zero-code dashboards.

Building an SPC chart in Grafana

MCP server & AI chat

Ask plain-language questions about batches, SPC, PCA and maintenance. A local chatbot keeps data on-premise.

A chatbot connected to Factorian through MCP builds a box plot comparing exhaust air temperature across three fluid bed equipment machines
Chatbot building a box plot from Factorian data via MCP

Open interfaces

Read-only REST API (HTTPS) and MQTT for MES and BI, plus Python library, Streamlit, Node-RED, MATLAB and cloud connectors. Data can be exported for migration at any time.

MQTT Explorer showing Factorian topics organised by location, area and asset, with live parameter values plotted
Factorian topics and live values in MQTT Explorer