Every flagged case arrives with its reasoning and a suggested next step.
Every decision comes with the reasoning behind it. Not a number, but a chain of cause and effect your team can read, your customers can hear, and your regulator can audit.
For every flagged case, the platform suggests the most useful next action. Not 'investigate further', but a specific next step ranked with confidence.
Independent verifiers score every decision in parallel. If they disagree with our reasoning, we surface it instead of pretending to be sure.
Kitchen stock is short by 12 units on a high-volume menu item.
BEFORE · Old system: a red flag. Investigate.
WITH CAUSAL OS · Causal OS: most likely cause is an unrecorded waste movement during the dinner rush. Suggested action: recount the item, then check whether a waste entry was missed before posting the count. Confidence 87%.
Small bakery. Borderline working-capital application. System recommends decline.
BEFORE · Old system: 'Decline. Risk score 0.42.'
WITH CAUSAL OS · Causal OS: declined because debt-to-income is 0.61. Smallest change that flips the outcome: DTI below 0.45 or eight more months of revenue history.
Elevated risk score with no breakdown.
BEFORE · Old system: a number on the chart.
WITH CAUSAL OS · Causal OS: top driver is HbA1c at 7.2, above target by 0.7. If brought to 6.5, estimated risk drops to 45%. First action: review medication adherence.
From a raw SQL dump or spreadsheet to a live governed domain in your workspace, with your team approving every step.
SQL dump, spreadsheet, or live database. Point us at it. The Dataset Builder profiles your data, suggests the right grain, and proposes the signals that matter.
The platform drafts the causal graph. You review the candidates, choose the variant, and set the thresholds before anything goes live.
Once approved, your domain joins the live workspace on the same decisioning engine as every built-in domain.
Use the workspace to run live decisions, review graph logic, prep your data with the dataset builder, and onboard new domains in one governed system.