echoloc
Get started
echoloc/ Companies/ True Classic

True Classic Tech Stack

Direct-to-consumer apparel brand scaling data infrastructure and supply-chain automation

Retail Apparel and Fashion Los Angeles, California 51–200 employees Founded 2019 Privately Held
trueclassic.com LinkedIn

True Classic is a DTC menswear brand founded in 2019, now operating a modern data stack (dbt, BigQuery, Looker) paired with ecommerce (Shopify) and supply-chain tooling (NetSuite, Centric PLM). The project mix reveals a data-heavy inflection point: AI-powered acquisition, demand forecasting, omni-channel dashboards, and supply-chain workflow automation dominate the roadmap, while pain points cluster around data integrity and manual financial processes. Engineering-skewed hiring across mid-level roles signals active expansion of technical infrastructure.

Tech Stack 28 technologies

Core Stackdbt dbt Cloud BigQuery Python Cursor NetSuite Shopify AWS OpenAI React Node.js Express.js PostgreSQL Heroku Klaviyo Looker JavaScript Ramp Carta CapCut InShot Facebook Pixel Centric PLM Discord Twitch SuiteScript Celigo Amazon Seller Central

What True Classic Is Building

◆Challenges

  • High-friction workflows across supply chain and fulfillment
  • Increasing engagement across social platforms
  • Cost optimization of cloud data infrastructure
  • Scalable financial operations
  • Data integrity issues
  • Control gaps
  • Fast-paced finance organization
  • Rapidly evolving environment
  • Financial accuracy
  • Replacing manual spreadsheet-heavy workflows

▲Active Projects

  • Ai-powered acquisition tools
  • Automation of supply chain workflows
  • Personalization for ecommerce
  • Build serving layer for ai queries
  • Deploy omni dashboards on bigquery
  • Develop predictive models for demand forecasting
  • Inventory and cogs reconciliation
  • Systems implementation and integration initiatives
  • Reconciliation tool implementation
  • Compliance automation initiatives

Hiring Activity

Accelerating15 roles · 15 in 30d

Department

Engineering
5
Marketing
3
Finance
2
Data
1
Operations
1
Ops
1

Seniority

Mid
8
Manager
2
Senior
2
Staff
1
Company intelligence

Find more companies like True Classic by tech stack, pain points and active projects

Get started free

About True Classic

True Classic designs and sells everyday menswear—primarily t-shirts and denim—direct to consumers through a DTC model. Founded in 2019 and based in Los Angeles, the company operates with approximately 51–200 employees and is now scaling backend operations across data, supply chain, and financial systems. The brand emphasizes sustainable fit and durability, sources premium fabrics, and runs a corporate giving program focused on homelessness support. Revenue flows through Shopify; backend operations integrate NetSuite, dbt/BigQuery for analytics, and Centric PLM for product lifecycle management.

HeadquartersLos Angeles, California
Company Size51–200 employees
Founded2019
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does True Classic use?

Data layer: dbt, BigQuery, Python. Ecommerce: Shopify, React/Node.js frontend. Operations: NetSuite, Centric PLM, Ramp, Carta. Analytics: Looker. Marketing: Klaviyo, Facebook Pixel. Infrastructure: AWS, Heroku, PostgreSQL.

What is True Classic working on?

AI-powered customer acquisition, demand forecasting models, supply-chain automation, omni-channel dashboard deployment on BigQuery, inventory/COGS reconciliation, and compliance automation—all aimed at replacing manual workflows and reducing financial/operational friction.

How this profile is built

True Classic's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.