Interactive demo

The workspace, as the operator sees it.

This is the same component the product renders, running on a fixed, fictional sample workspace — Meridian Coffee Co. does not exist. Approve a decision, hold one, undo one. Nothing you do here touches anything real.

Sample command center

Sample workspace · Meridian Coffee Co.

Fixed demonstration state as of Jul 16, 2026, 07:30 UTC

  1. Detect
  2. Recommend
  3. Approve
  4. Apply
  5. Verify

Operator approval queue

3 records
Pending operator decision•approval-meridian-001

Atlas Espresso · 1 kg

Operator review: move toward the observed market median while preserving the approved floor.
Current price$84.00
Recommended price$86.00
Recommended $86.00 within band; market band $79.00 to $92.00; median $86.50.
Floor
$79.00Median
$86.50Ceiling
$92.00
Recommended$86.00
30-day observed price trendMax: $86.00Min: $82.00Atlas Espresso · 1 kg 30-day observed price trend: 30 values from $82.00 to $86.00.
Evidence confidenceStrong agreement across recent comparable offers
Merchant offermeridian-coffee.example · USD 84.00Comparable offernorthstar-roasters.example · USD 87.00Comparable offerharbor-bean.example · USD 86.00Operator guardrailFloor USD 79.00 · ceiling USD 92.00Evidence observed

Operator approval queues this recommendation to apply; verification follows the change.

Pending operator decision•approval-meridian-002

Solstice Decaf · 500 g

Operator review: test a measured decrease without crossing the approved margin guardrail.
Current price$58.00
Recommended price$55.00
Recommended $55.00 within band; market band $51.00 to $63.00; median $54.50.
Floor
$51.00Median
$54.50Ceiling
$63.00
Recommended$55.00
30-day observed price trendMax: $58.00Min: $55.00Solstice Decaf · 500 g 30-day observed price trend: 30 values from $55.00 to $58.00.
Evidence confidenceConsistent direction with room inside the approved band
Merchant offermeridian-coffee.example · USD 58.00Comparable offerdune-coffee.example · USD 54.00Comparable offerjuniper-roast.example · USD 55.00Operator guardrailFloor USD 51.00 · ceiling USD 63.00Evidence observed

Operator approval queues this recommendation to apply; verification follows the change.

Pending operator decision•approval-meridian-003

Cedar Pour-Over Kit

Operator review: hold a competitive position with a reversible move inside the price band.
Current price$132.00
Recommended price$125.00
Recommended $125.00 within band; market band $118.00 to $138.00; median $126.00.
Floor
$118.00Median
$126.00Ceiling
$138.00
Recommended$125.00
30-day observed price trendMax: $132.00Min: $125.00Cedar Pour-Over Kit 30-day observed price trend: 30 values from $125.00 to $132.00.
Evidence confidenceMultiple comparable kits support the proposed range
Merchant offermeridian-coffee.example · USD 132.00Comparable offercedar-supply.example · USD 124.00Comparable offerworkshop-brew.example · USD 128.00Operator guardrailFloor USD 118.00 · ceiling USD 138.00Evidence observed

Operator approval queues this recommendation to apply; verification follows the change.

Sample data · fictional merchant and storefronts · approvals here queue nothing and change nothing.

What you just did

Approve. Apply. Reversible.

Every decision you approved would queue to apply on your connected store, land in the audit trail attributed to you, and stay reversible in one click. That is the whole model: evidence in, your call, receipt out.

Run this on your real market — free auditHow the loop works