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Valence Tech Stack

Data infrastructure platform for enterprise data exchange networks

Data Infrastructure and Analytics New York 11–50 employees Founded 2021 Privately Held

Valence is a 2021-founded data infrastructure startup positioned around facilitating data exchange across organizations. The tech stack reveals a hybrid operational model: frontend tooling (Vue, React, Svelte) paired with BI and analytics (Tableau, Power BI, SQL) alongside manufacturing-grade systems (Oracle EPM, CATIA). The hiring composition is unusual—86 manufacturing roles dominate against 21 engineering—suggesting either a manufacturing customer deployed at scale or a pivot into operational data problems beyond pure infrastructure.

Tech Stack 16 technologies

Core StackVue React Svelte CATIA Tableau Power BI Power Query FullStory Microsoft Office Excel SQL Oracle EPM Word PowerPoint Atomic Absorption Spectroscopy Microsoft 365

What Valence Is Building

◆Challenges

No playbook for ai adoption
Complex enterprise deployments
No obvious answers
Continuous improvement of quality management system
Maintain compliance with dot regulations
Energy saving opportunities
Increasing throughput
Reducing scrap and rework
Reducing customer escapes
Streamlining processes

▲Active Projects

Scaling enterprise ai deployments
Adoption of ai leadership coach platform
Deployment of generative ai product
Initial deployment of the mrp system
6s program implementation
Capital project organization
Llm-powered coaching engine
Training documents and sops for mrp usage
First article qualification oversight
Standard processing & equipment matrices development

Hiring Activity

Accelerating150 roles · 90 in 30d

Department

Manufacturing

86

Engineering

21

Ops

16

Logistics

7

HR

4

Sales

4

Support

4

Lab

3

Seniority

Junior

87

Mid

37

Senior

12

Manager

9

Intern

4

Lead

2

Principal

2

Director

1

Notable leadership hires: Account Director

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About Valence

Valence builds infrastructure to support data networks and cross-organizational data exchange. Founded in 2021 and based in New York, the company operates with 11–50 employees but is currently scaling rapidly with 154 open roles. The project backlog reveals active work on AI adoption infrastructure (coaching engines, generative AI deployments, enterprise AI scaling) alongside operational systems (MRP deployment, compliance training, quality management). Current pain points center on AI implementation complexity, process standardization, and manufacturing compliance—suggesting their customer base or internal operations involve regulated, process-heavy environments.

HeadquartersNew York

Company Size11–50 employees

Founded2021

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Valence use?

Frontend: Vue, React, Svelte. Analytics: Tableau, Power BI, SQL. Enterprise systems: Oracle EPM, CATIA. Productivity: Microsoft 365 suite. Stack suggests dual focus on data visualization and manufacturing or supply-chain operations.

What is Valence working on?

Active projects include LLM-powered coaching engines, enterprise AI deployment scaling, MRP system rollout, generative AI product deployment, and quality management system improvements—signaling focus on AI-assisted operations and manufacturing compliance.

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