Define what matters
Pick the metrics, segments, and customers worth watching for this workflow.
In 2—4 weeks we ship a working co-worker for one real business workflow – your data, your tools, human approval.
See the engagementYour data does not need to move to Riyalabs. We map the workflow, identify the minimum context, and choose the deployment model that fits your risk level.
Read the security briefCohort-style learning labs for marketing, finance, ops, and exec teams. Hands-on with real workflows, not slides.
See the curriculumYour co-worker monitors approved data streams and surfaces what changed – with a recommended next step, ready for approval.
Alerts aren't noise – they come with a recommended next step the right person can approve.
Pick the metrics, segments, and customers worth watching for this workflow.
Tune sensitivity, frequency, and quiet hours. Anomaly model adapts to your baseline.
When something shifts, you get the change, the likely cause, and a recommended next step.
Approve, escalate, snooze, or route. Nothing high-impact goes out without a human.
Four real shapes we ship. Each comes with a recommended next step, not just a number.
Northwind usage −38% w/w; Meridian sentiment shift in 2 tickets; Lattice renewal stalled in legal review.
Volume vs. trailing-14-day baseline. 62% concentrated on "billing inquiry" tag; correlates with last week's invoice batch.
6 deals moved Sep → Oct. 2 still in active negotiation; 4 flagged as renewal risk per CSM notes.
Both above the $50K threshold; one missing PO match, one duplicate-vendor risk per last 90 days.
Three engines do the heavy lifting in Watch mode.
Watches your data streams. Flags outliers and drift before they grow, with thresholds you can tune.
Always-on · Threshold-tunedAnchors alerts to a defined business goal and routes the recommended next step to the right owner.
Goal-anchored · Action-ledExplains the likely cause behind each alert with citations to the underlying rows and documents.
Cited · Multi-sourceWatch is opinionated about not becoming noise. These controls are on by default.
Each signal goes to the named owner – not a firehose channel.
Owners can snooze a signal or escalate it – both actions are logged for review.
The rows, fields, or documents behind a signal are one click away.
Every workflow has a named human owner – and they sign off the recommended action.
We'll wire up the right approved streams, set thresholds that fit your baseline, and prove the alerts your team will actually act on.