Working examples · Illustrative demos

Explore the demos.

Explore reporting, margin investigation, lead preparation and subscription reconciliation. Each example shows its sources and review boundary.

Available demos

01 / Interactive browser example

Weekly reporting

Turn billing, CRM and support snapshots into a weekly brief. Switch source states to see missing-data blockers.

  • Defined metrics with source references
  • Visible blockers and a human approval boundary
  • Deterministic calculations; no model or live integrations
Open reporting demo

02 / Agent investigation · Local runner

Margin investigation

Trace a gross-profit decline to its source lines. Inspect the reconciled change and a bounded agent’s draft findings.

  • 600,000 SAP-shaped demo rows; two adverse drivers
  • Source-linked draft and downloadable demo input
  • Agent runner is local; the page presents its results
Explore margin demo

03 / Lead preparation · Recorded examples

From inquiry to discovery brief

See what the prospect needs and what to ask next. Explore three recorded inquiries and their source-linked briefs.

  • Supplied facts, service fit and explicit unknowns
  • Switch complete, missing and conflicting inquiries
  • Results page; human review before any reply
Explore lead demo

04 / Reconciliation · Controlled example

CRM and billing reconciliation

Inspect a discrepancy report against known expected outcomes, with exact cent calculations and explicit review cases.

  • 6,000 normalized input rows; downloadable evidence
  • Checked classifications and financial deltas
  • Separate from the Lead Agent discovery workflow
Explore reconciliation demo

Explore the outputs and sources, then discuss a pilot for your workflow.

Have a workflow to investigate?

Tell us what needs checking, which tools hold the data and who reviews the result. We can scope a small pilot around that process.

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New to this process? See how a read-only pilot works.