Evidence-backed business intelligence

From verified actions to a trusted business view.

Pruvz aggregates verified outcomes into business metrics, with drill-down to the evidence behind each result. Product, operations, and business teams can review confirmed outcomes and exceptions across recorded agent activity.

What works today, and what is planned.

Business outcome metrics and drill-down to evidence run in the product today. Narrative executive summaries, quality and policy trends, and agent-performance analytics extend this business view on the roadmap.

Working today

Business outcome metrics

Review metrics built from verified terminal outcomes, including confirmed refunds and outcome mismatches, and inspect the underlying evidence.

Working today

Drill down to evidence

Move from business outcome metrics to the recorded actions and evidence packets behind each result.

Planned

Executive summaries

Planned narrative summaries of what your agents did, the outcomes they produced, what changed, and what needs attention.

Planned

Quality and policy trends

Planned analytics for policy alignment, evidence completeness, repeated exceptions, and changes in agent behavior over time.

The Agent Business Overview, illustrated.

An illustrative product view with example data. The metrics illustrate the business view; these are not customer performance results. The narrative summary and the trend analysis are planned capabilities.

Agent Business OverviewIllustrative product view · Example data
Verified business outcomes
96.4%Healthy
Successful resolutions
84.2%+8% this month
Policy-aligned decisions
98.7%Healthy
Human escalation rate
6.1%Watch
Outcome mismatches
1.8%Watch
High-impact actions verified
12.4KAcross all workflows
Planned · Illustrative

Executive summary

Agent resolution quality improved 8% this month. Most failed outcomes were eligibility checks in the refund workflow. Escalations rose for Tier 3 customers during the period following the latest policy update. Further review is recommended.

Planned · Illustrative

Quality and policy trends

  • Refund approval rate increased
  • Repeated eligibility exceptions detected
  • One workflow producing higher escalations
  • Policy v3.2 showing a lower outcome-mismatch rate than v3.1

How the business view is built

Every number in the working business view is built from verified terminal outcomes: actions whose result Pruvz independently confirmed in the system of record, including confirmed refunds and outcome mismatches. Each metric drills down to the recorded actions and evidence packets behind it, so a figure on the overview can always be traced to the evidence that produced it.

The recorded demo shows the overview built from its verified runs: watch the verified business record at scale (3:29).

See the business view in the product demo.

Watch verified outcomes roll up into the overview, then bring one high-impact workflow and we will build the evidence around it.