# Three years running a national apparel wholesaler's business.

Source: https://bluecoastwater.com/work/apparel-wholesale-platform

Apparel wholesale runs on a line, buyers, samples, factories and shipments, usually in separate tools. We built one system for all of it, put an AI agent inside, and a national apparel wholesaler has run its business on it every day for three years. That system is Samplyn, our own product.

Live: https://samplyn.com/

- Three years: in daily use by the wholesaler
- One system: from the first sample to the last carton
- Built and run: by the same senior team
- An AI agent: inside, with permissions and confirmed changes

## What we inherited

The wholesaler ran on a system more than twenty years old, built on ASP.NET and last updated in 2012. We took it over and kept the business running on it while we built its replacement, starting in late 2023.

Taking it over first meant the new system was built from what the business actually did every day, not from a spec.

## The problem

In apparel wholesale, every season brings the same questions: which spec is current, which buyer has which sample, whether a factory's ship date is still real, and where a container is.

When each answer lives in a different tool, nobody has the whole picture, and people spend their days copying between systems.

## What we built

One record of the business: styles with spec sheets and points of measure; line sheets and a buyer portal; sample requests with a holder for every sample; purchase orders with time-and-action milestones per factory; shipments tracked by container and parcel, with the 3PL working in the same system.

Cardi, the AI agent, is built in. Staff ask in plain words; Cardi reads and edits styles, orders and shipments, shows money only to admins, and changes nothing until a person confirms. Every change is tagged in the audit log.

## How we run it

The same team that built it runs it: hosting, monitoring, backups, upgrades, the users' questions, and the cloud and AI bills. New features ship to a system that is in use every day, so every release is tested, staged and reversible.

Samplyn is ours: we built it, we run it, and we keep shipping to it. It is the Build & Run we sell, done on our own money first.

## What we learned

- Take over before you replace. Running the old system showed us what the new one had to do.
- One record beats ten integrations. The value came from every team seeing the same sample, order and shipment.
- An agent is only safe with the permissions of the person asking and a confirm step. That is how Cardi was built from day one.
- Running a system teaches what building it never does. Most of what makes Samplyn good came after launch.

## What this proves

- Software takeovers: https://bluecoastwater.com/services/software-takeovers
- Software support after launch: https://bluecoastwater.com/services/software-support-after-launch
- Private AI agents: https://bluecoastwater.com/services/private-ai-agents
- Build: platforms: https://bluecoastwater.com/services#build

## Contact

- Email: hello@bluecoastwater.com (read by the founder)
- Write or book 30 minutes: https://bluecoastwater.com/contact
- No prices are published: the founder quotes in writing after the first conversation.