ASWAI

AI agents deployed and aimed at your solution.

View capabilities

Capabilities

Three areas of work

01

AI Agent Deployment

Custom AI agents built around a specific problem and deployed into the client’s existing stack (commerce, advertising, CRM, and product data tools). Each deployment is scoped to one problem, validated, then extended.

02

Data Analytics & Market Intelligence

Fashion market intelligence built from continuously collected industry data: daily-scored signals on colors, materials, prints, and products; retail assortment and price data; and a tracked forecast record. This powers analysis of who a product fits, where those buyers are, and when they buy, across markets. Also covers sourcing and trade intelligence for manufacturers and suppliers.

ASWAI’s fashion data property: The B.S. →

03

Applied AI Research & Data Programs

Dataset design, model development, and validation for institutions, industry associations, and research partnerships in the textile and apparel sector, including material and product classification, supply-chain and sourcing data, and program data reporting.

Contact

What problem are you solving?

Each build starts with one defined problem and the data it needs. Send a request, or write to info@aswai.co.

Who we work with

Built for the fashion, apparel, and textile industry.

Fashion brands and retailers

Manufacturers and suppliers

Industry associations and trade programs

Research institutions

Scoped to one problem. Validated, then extended.

04 / Approach

APPROACH

Approach

How we work.

Step 01

Scope

Define one problem and the data it needs.

Step 02

Build

Assemble the data layer and the agent on top of existing tools.

Step 03

Validate

Test results against real outcomes.

Step 04

Extend

Expand to the next problem in phases.

ABOUT

About

About ASWAI.

01

Founder

Founded by Alyana Williams, a data scientist with more than 15 years in the fashion industry.

02

Education

M.S. in Data Science and AI from the University of Miami.

03

Network

ASWAI works with a contracted network of machine learning engineers and data scientists.

Questions

Common questions.

Do we have to replace the tools we use?

No. The data layer and the agent are built on top of existing tools.

How does an engagement start?

With one defined problem and the data it needs. Each deployment is validated before it is extended.

Where is ASWAI based?

Miami, Florida. ASWAI LLC is a U.S.-owned small business.

ASWAI builds AI agents and data systems for the fashion, apparel, and textile industry, built on industry data and fitted to the tools you already use.