How Threshold works
Threshold tells a church where it is, what to build next, and who should own it. Before you trust a read like that, you deserve to know how it is made.
Conviction first
The heart of Threshold is a hand-authored model of church development: growth stages, the capabilities each stage asks for, which of them are load-bearing, and what must exist before what. Those judgments were written by people with pastoral conviction, on purpose. They were not mined from a dataset, and no algorithm is allowed to rewrite them.
Deterministic engines
Almost everything Threshold tells you is computed by deterministic engines: the same church data always produces the same read, and every recommendation carries its reasoning with it. The readiness engine (we call it the Trestle) does gap math between your signals and the authored model. The roadmap generator sequences the result into paced steps. The community read fits approaches to your actual neighborhood using public data. Attendance averages are plain arithmetic over your weekly entries. None of this is a black box; when Threshold says “do this sooner,” it also says why.
Your data tunes numbers, never convictions
As churches use Threshold, aggregate patterns (with consent, and only church-level aggregates) help calibrate thresholds and weights: at what size a capability typically becomes urgent, how strongly a signal should count. That tuning adjusts numbers inside the authored model. It never adds, removes, or reverses a conviction. A change to what Threshold believes about church development is a human decision, reviewed and versioned.
What AI does here, and what it does not
A few features use AI where language work is genuinely the task: reading a building plan you upload, summarizing contractor quotes, drafting a synthesis of listening-campaign notes. AI output is always labeled, always reviewable, and never the source of a recommendation. Your stage, your readiness, and your next moves come from the deterministic engines above, not from a language model.
See it in your own numbers
Signed in, the stage page shows “How Threshold read your church”: what was weighed, the season it read, and the reasoning behind each recommended move. When your data changes, the read changes with it, and you can watch it happen.
Related
How your data is handled: how Threshold uses your church's data. Questions: support.