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Gray Swan Tech Stack

AI safety and security assessment platform

Research Services Pittsburgh, Pennsylvania 11–50 employees Founded 2023 Privately Held

Gray Swan builds tools to evaluate and secure AI models in production. The tech stack—PyTorch, FastAPI, MongoDB, and cloud infrastructure (AWS/GCP/Azure)—reflects a typical ML-ops footprint, but the hiring pattern is notable: 17 active roles split evenly between engineering (8) and sales (8), with 14 senior-level hires across both functions. This suggests a go-to-market push paired with technical depth, typical of early-stage companies moving from R&D into customer deployment.

Tech Stack 16 technologies

Core StackSvelte FastAPI MongoDB TypeScript JavaScript React Vue Python AWS Jest Playwright PyTorch C++ SvelteKit GCP Azure

What Gray Swan Is Building

◆Challenges

Ai security threats
Resource-intensive models
Ai governance challenges
Defining ai security posture
Integration of ai security platform into complex production systems
Adversarial testing
Robust inference

▲Active Projects

Integration of ai security platform with customer systems
Proof of concept pilots
Backend services for secure deployment
Adversarial testing and model evaluation
Scalable ai systems deployment
Ai safety and security solutions deployment
Proof-of-concept development
Paid pilots
Production deployments
Ai system deployment architecture

Hiring Activity

Accelerating15 roles · 15 in 30d

Department

Engineering

8

Sales

8

Design

1

Seniority

Senior

14

Mid

3

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About Gray Swan

Gray Swan AI is an AI safety and security company founded in 2023 and headquartered in Pittsburgh. The company develops tools that automatically assess risks in AI models and provides safety and security solutions. Core projects center on adversarial testing, model evaluation, secure deployment architecture, and production system integration. The 11–50 person team is actively hiring across the U.S., with open roles concentrated in engineering, sales, and design roles. Current challenges include integrating security platforms into complex production environments, adversarial testing at scale, and helping customers define their AI security posture.

HeadquartersPittsburgh, Pennsylvania

Company Size11–50 employees

Founded2023

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Gray Swan use?

PyTorch and FastAPI for core ML services, MongoDB for data, React/Vue/Svelte for frontend, and multi-cloud deployment (AWS, GCP, Azure). Testing via Jest and Playwright.

What is Gray Swan working on?

Adversarial testing, model evaluation, secure deployment architecture, production integration of AI security platforms, and proof-of-concept pilots with customers.