Collective Tech Stack

All-in-one financial platform for self-employed entrepreneurs

Financial Services San Francisco, CA 51–200 employees Founded 2020 Privately Held

Collective operates a financial services platform purpose-built for solopreneurs, handling entity formation, payroll, taxes, and bookkeeping in a single product. The company is aggressively adopting LLMs (OpenAI, Anthropic, LangChain, LangGraph) across its roadmap—core AI/ML capabilities and AI-driven tax automation are listed projects—while contending with non-linear scalability and operational friction as it grows. The hiring pattern reflects this reorientation: engineering and design roles dominate, with seniority skewed senior and leadership-level, suggesting a shift toward product velocity and AI integration rather than sales expansion.

Tech Stack 15 technologies

Core StackPython Django FastAPI React TypeScript PostgreSQL Redis AWS Docker Kubernetes OpenAI Anthropic LangChain Next.js LangGraph

AdoptingOpenAI Anthropic LangChain LangGraph

What Collective Is Building

◆Challenges

Reducing operational hurdles
Non-linear scalability
Scaling operations with growth
Streamlining routine reporting
Reducing friction for accountants
Ensuring accuracy at scale
Scaling tax workflows
Optimizing tax posture
Small business owner challenges
Improving conversion rates

▲Active Projects

Core ai/ml capability
Ai/ml user experience for agents and rag
End-to-end product features
Customer activation flows
Annual budgeting and long-range planning
Adoption of ai-enabled tools and automation
Financial reporting and board material preparation
Core tax filing system
Internal tax workflow tools
Ai-driven tax automation

Hiring Activity

Decelerating9 roles · 2 in 30d

Department

Engineering

Finance

Design

Marketing

Sales

Seniority

Senior

Mid

Director

Lead

Notable leadership hires: Product Design Lead

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About Collective

Collective is a fintech platform serving self-employed entrepreneurs and solopreneurs in the United States. The product consolidates LLC and S Corp formation, payroll processing, tax filing, monthly bookkeeping, and compliance into a single interface, reducing manual work for business owners and accountants alike. Founded in 2020 and based in San Francisco, the company operates with 51–200 employees and has built its stack on Python, Django, FastAPI, React, and PostgreSQL, deployed on AWS with containerized infrastructure. Recent product motion emphasizes AI-enabled automation across tax workflows and financial reporting.

HeadquartersSan Francisco, CA

Company Size51–200 employees

Founded2020

Hiring MarketsUnited States

Frequently Asked Questions

What technology stack does Collective use?

Backend: Python, Django, FastAPI; frontend: React, TypeScript, Next.js; data layer: PostgreSQL, Redis; infrastructure: AWS, Docker, Kubernetes; AI: OpenAI, Anthropic, LangChain, LangGraph.

What is Collective working on?

Core projects include AI/ML capabilities, AI-driven tax automation, end-to-end product features, customer activation flows, and tax workflow tooling for accountants. Annual budgeting and financial reporting are also active work streams.