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Where we fit, and where we do not

FactoryThread is an answer, alert and action layer over the systems you already run. It is not a BI platform, not an MES and not a data warehouse — and there are cases where one of those is the right thing to buy.

FactoryThread compared with a BI tool, an MES or ERP module, and an in-house build.
Capability	FactoryThread	BI tool	MES / ERP module	Build it yourself
Reads MES, databases, files and machines together	Yes	After a data project	Its own system only	Yes
First answer without a project	Yes	No	No	No
Describe the question in a sentence	Yes	Limited	No	You build it
Alerts routed to a named owner	Yes	Add-on	Inside the module	You build it
Writes the action back to the source system	Yes	No	Its own system only	Yes
The team that uses it can change it	Yes	With training	No	No
Free tier, no credit card	Yes	Trial	No	—
Self-hosted option	Yes	Sometimes	Yes	Yes
Time to production use	Days	Weeks to months	Months to quarters	Quarters
Who owns it afterwards	The team that uses it	The BI team	The vendor or IT	Your engineers

When the alternative is the better call

Three cases where we are not what you should buy. They come up often enough that saying so early saves everyone a quarter.

Choose a BI tool

When the need is finance and enterprise-wide reporting over data that already sits in a governed warehouse, and nobody has to act on the exception the moment it appears.

Choose an MES module

When the gap is execution itself — routing, tracking work in progress, genealogy — rather than answering a question that crosses two systems.

Build it yourself

When you have a standing data engineering team, an estate that is not moving under them, and the integration work is genuinely a differentiator rather than overhead.

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Free tier · No credit card · Cloud or self-hosted