ORIONPULSE

How OrionPulse deployments are put together.

These are representative deployment patterns drawn from the templates we run in onboarding. They describe the starting problem, the data connected, the configuration and the KPIs tracked. Named customer stories are shared under NDA on request.

Regional bank · credit risk

Moving early-warning reviews from monthly to daily

Credit officers review a monthly delinquency report that arrives two weeks after month end, so deteriorating segments are spotted late.

Data connected
Loan servicing tables in Snowflake, payment history, bureau score refreshes.
Configuration
  1. 01Semantic model for roll rates, DPD buckets and exposure
  2. 02Gradient-boosted early-warning score retrained weekly
  3. 03Decision Flow opens a review when a segment's 30+ DPD rate rises 15% over baseline
KPIs tracked
Days from deterioration to review, roll rate to 60+ DPD, analyst hours per review.

Multi-channel retailer · replenishment

Replacing spreadsheet re-orders with SKU x store forecasts

Planners rebuild re-order sheets every Monday and stockouts on top sellers are found by store staff.

Data connected
Shopify and POS orders in BigQuery, NetSuite inventory, promotion calendar.
Configuration
  1. 01Daily SKU x store forecast with promotion and holiday features
  2. 02Days-of-cover alert per store
  3. 03Transfer and expedite decisions routed to supply planning in Slack
KPIs tracked
Stockout rate on top-200 SKUs, forecast MAPE, inventory days on hand.

Discrete manufacturer · maintenance

Scheduling maintenance from failure-risk scores

Maintenance runs on fixed intervals; unplanned downtime on bottleneck lines still drives overtime.

Data connected
SAP S/4HANA plant maintenance, historian sensor exports in Parquet on Databricks.
Configuration
  1. 01OEE semantic model per line and shift
  2. 02Failure-risk model on vibration, temperature and work-order history
  3. 03Work orders created in ServiceNow when 7-day risk exceeds 30%
KPIs tracked
Unplanned downtime hours, OEE on bottleneck lines, maintenance cost per unit.

How ROI is measured

Every Decision Flow stores the baseline metric before the action, the action taken and the same metric after a set window. The ROI report adds up the measured change per flow and multiplies it by the unit value you define, such as margin per avoided stockout or cost per downtime hour. Finance can trace each dollar back to a decision record.

Illustrative product interface

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