HomeCase study

Case study / Proven in daily operations

From our first client to a platform built for growth.

We built Kanmiro from the ground up with our first client, one of the largest luxury resellers. Their day-to-day work shaped a connected platform for product identification, guided authenticity capture and specialist review.

The result is a shared workflow used across a growing intake operation, with adoption and volume documented from 2021 through 2026.

Actual microscopic capture of a handbag seam from the operational workflow
Real evidence, captured at intake: stitching and surrounding material.
01 / THE CHALLENGE

Make expertise available across locations.

Intake staff need to identify unfamiliar items, collect useful evidence and involve specialists when a case needs closer review. That process must remain consistent as more teams use it.

02 / WHAT WE BUILT

Connect the work in one case.

Product identification brings references to the intake desk. Authenticity assessment guides brand-specific detail capture and combines visual evidence for review. Shared records connect staff with reviewers while keeping AI outputs and human decisions clear.

03 / THE MEASURED RESULT

Sustained growth since 2021.

Annual intake grew each year from 22,943 records in 2021 to 180,161 in 2025—nearly 8×. Active intake accounts expanded from 158 to 907, showing broader adoption alongside higher volume. Momentum continued in 2026: January–September intake was 9% above the same period in 2025.

THE OPERATION OVER TIME

Growth you can explore.

2021–2026 2026 through October 7
2025 · FULL YEAR180,161

item records

+22.1%
compared with 2024

Full calendar year 2026 year to dateHover, tap or use the keyboard to explore.

New item records added during each period. Repeat assessments do not add to this count.

View all annual figures
Recorded production activity, 2021–2026
YearItems addedItems assessedActive accountsStore affiliations*
202122,94344,859158100
202257,40979,823325181
202392,00573,691523262
2024147,504121,847749297
2025180,161155,077907324
2026 YTD145,465124,572904333

Accounts reflect intake activity. *Store affiliations reflect current assignments, not historical store counts.

Built for daily operations

A connected platform helps teams keep item evidence and review decisions together throughout the intake process.

Room to grow

Infrastructure designed to support expanding teams, additional locations and changing volumes.

Planned for your volume

We shape each rollout around your intake volume, team structure and review process.

Built with one client. Adaptable to your operation.

The product developed through this collaboration can support other resale businesses, including smaller teams. Start with the guided platform or integrate identification and authenticity capabilities into your existing tools, with coverage and review steps configured around your inventory.

Discuss your workflow

Start a conversation

Bring visual intelligence to your workflow.

Explore a partnership