Scribe Tech Stack

AI platform that auto-documents workflows and identifies process improvements

Software Development San Francisco, CA 51–200 employees Founded 2019 Privately Held

Scribe automates process documentation and discovery at scale—Python + Django + PostgreSQL backend, React + Next.js frontend, with PyTorch and JAX for ML inference. The tech stack reflects a data-heavy platform: Snowflake, dbt, Dagster, and Airflow power workflow mining and analytics. Hiring leans heavily toward sales (10 open roles) and enterprise motion (strategic account plans, contract playbooks, large-deal cycle optimization), while the data-infrastructure projects (large-scale ingestion, query optimization) suggest Scribe is wrestling with the performance costs of processing workflows across millions of users.

Tech Stack 49 technologies

Core StackPython Django PostgreSQL Redis Celery AWS React Next.js TypeScript Terraform PyTorch Mixpanel Cursor Snowflake dbt Dagster Apache Airflow Tailwind CSS Playwright Stylus JAX Excel SQL Metaplane Meta Google YouTube TikTok React Query React Testing Library+19 more

What Scribe Is Building

◆Challenges

Adoption of enterprise customers
Performance and reliability
Complex multi-stakeholder sales cycles
Forecast accuracy improvement
Optimizing ad performance
Database query optimization
Hardening billing platform
Large-scale data ingestion
Expanding into global enterprise accounts
Replacing outside counsel

▲Active Projects

Strategic account plans
Greenfield projects
Drive sales process repeatability and forecast accuracy
Customer success playbooks
Account expansion
Enterprise sales motions
Building contract playbooks
Large-scale data ingestion and processing systems
Reference stories
Critical document features

Hiring Activity

Steady50 roles · 15 in 30d

Department

Engineering

Sales

Product

Support

Finance

Design

Legal

Marketing

Seniority

Senior

Staff

Director

Lead

Mid

Manager

Junior

Notable leadership hires: Head of Legal

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About Scribe

Scribe is a workflow AI platform that automatically generates step-by-step process documentation from user actions, then surfaces improvement opportunities by analyzing those workflows at scale. The product is built for mid-market and enterprise organizations seeking to standardize work, onboard faster, and reduce errors. The company operates from San Francisco with a 51–200 person team, hiring actively in the United States and Serbia. Core capabilities include automated guide capture (Scribe Capture) and workflow optimization (Scribe Optimize), marketed around documentation speed gains and error reduction.

HeadquartersSan Francisco, CA

Company Size51–200 employees

Founded2019

Hiring MarketsUnited States, Serbia

Frequently Asked Questions

What tech stack does Scribe use?

Backend: Python, Django, PostgreSQL, Redis, Celery on AWS. Frontend: React, Next.js, TypeScript, Tailwind CSS. ML: PyTorch, JAX. Data: Snowflake, dbt, Dagster, Airflow, Metaplane. QA: Playwright.

Where is Scribe headquartered?

San Francisco, CA. The company was founded in 2019 and remains privately held with 51–200 employees.