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Instead Tech Stack

AI-native tax platform for returns, planning, and professional workflows

Software Development San Francisco, California 51–200 employees Founded 2023 Privately Held
instead.com LinkedIn

Instead built a full-stack tax platform on modern web infrastructure (Vue/Nuxt frontend, Go/Python backend, PostgreSQL) with multiple LLM integrations (OpenAI, Gemini, Claude 3.5 Sonnet) wired through Langchain. The tech choices and active projects reveal a company executing aggressively on AI-assisted tax return analysis and strategy implementation while scaling infrastructure for production inference workloads — a sign they're moving beyond proof-of-concept into multi-client live deployments. Hiring velocity is accelerating across engineering and leadership roles despite just 51–200 headcount.

Tech Stack 26 technologies

Core StackVue TypeScript Tailwind CSS Go Docker AWS PostgreSQL Cursor Langchain OpenAI Figma AWS RDS Terraform Kubernetes Python CloudFormation Nuxt Helicone Gemini Windsurf AWS ECS Claude 3.5 Sonnet OpenAI API IAM

What Instead Is Building

◆Challenges

  • Managing multiple tax engagements
  • Meeting tight filing deadlines
  • Complex tax compliance
  • Tax planning inefficiencies
  • Scaling global recruiting function
  • Global hiring compliance
  • Annual compliance goals
  • Government compliance requirements

▲Active Projects

  • Ai tax return analysis
  • Ship full-stack product features end to end for our live customer platform
  • Build and integrate components for infrastructure, supporting production-level inference and advanced prompt engineering
  • Create tools and internal platforms to enhance the productivity and capabilities of instead's teams
  • Implementing tax strategies across clients
  • Tax strategy implementation
  • Tax planning engagements
  • Global talent acquisition strategy
  • Data-driven recruiting processes
  • Flagship platform design

Hiring Activity

Accelerating6 roles · 6 in 30d

Department

Engineering
2
Finance
2
Design
1
HR
1

Seniority

Mid
2
Senior
2
Director
1
Manager
1
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About Instead

Instead is an AI-native tax platform launched in 2023 that centralizes tax work for businesses, individuals, and tax professionals in a single system. The platform bundles research, planning, tax strategy, workpaper generation, filing prep, and IRS response handling, powered by AI agents with mandatory human review and sign-off by tax professionals. For users, it surfaces filing requirements, estimates, savings opportunities, and proactive planning; for professionals, it converts client context into structured workflows and return documents. Instead operates from San Francisco and is hiring in India as part of its global scaling strategy.

HeadquartersSan Francisco, California
Company Size51–200 employees
Founded2023
Hiring MarketsIndia

Frequently Asked Questions

What tech stack does Instead use?

Frontend: Vue, Nuxt, TypeScript, Tailwind CSS. Backend: Go, Python. Infrastructure: AWS (ECS, RDS, IAM, CloudFormation), Docker, Kubernetes, Terraform. AI/ML: Langchain, Helicone, OpenAI API, Gemini, Claude 3.5 Sonnet. Development tools: Cursor, Windsurf, Figma.

What is Instead working on?

Active projects include AI tax return analysis, full-stack product feature shipment for live customers, production-level inference infrastructure, internal platform tools, tax strategy implementation across clients, platform design, and global talent acquisition strategy.

How this profile is built

Instead'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.