Surface errors early.
Route them right.
Compass derives errors deterministically from structured operational signals — starting with attendance and task data. It categorizes them, grades severity into clear bands, and routes each correction to the owner responsible for it. Compass surfaces and routes. Humans correct.
Deterministic from real signals. Decision-support, not blame. No content surveillance. Human-in-the-loop always.
An observe→correct loop built on structured signals
Most operational errors go untracked until they compound. Compass watches structured data sources — attendance records, task completion states, operational logs — and runs deterministic checks against defined thresholds. When something is out of range, it does not guess; it categorizes the finding, assigns a severity band, and routes it to the right person to close the loop.
Errors by category — 8-week view
Compass tracks flagged errors across categories over time. Below is what a typical view looks like: categories accumulate, correction rate trends up as the loop closes, and average time-to-correct narrows as routing improves.
Illustrative data — shows the type of signal Compass surfaces. Real values come from your org's operational data.
Five steps from signal to closed loop
Compass reads structured operational data — attendance records, task states, KPI uploads — and runs deterministic threshold checks. A flag fires when a defined condition is met. Not probabilistic. Not guesswork.
Each flag is categorized by type: attendance, task completion, data integrity, schedule, or compliance. Category determines which routing path applies — so the right owner receives it without manual triage.
The error is graded Critical, High, Medium, or Low based on impact rules your org configures. Severity determines urgency in the correction queue and notification priority — Critical flags surface at the top.
Compass routes each correction to the configured owner — manager, HR, admin, or the employee — based on error category and RBAC rules. No manual assignment needed. The right person sees the right item.
The assigned owner reviews, takes action, and marks the correction complete. The loop closes. Correction rate and time-to-correct are tracked so you can see whether the system is actually working — and where bottlenecks form.
What Error Detection is not
The word "error detection" can trigger concern. Here is what Compass does not do — and why the distinction matters.
Closed loops across every role
Error detection works differently depending on where you sit in the org. Each role sees what is relevant to them — nothing more.
Detect. Route. Correct.
Error Detection & Correction is live in Compass. Connect your operational data sources and Compass starts flagging and routing from day one — with full auditability and human-in-the-loop correction.