Company profile

Instead Tech Stack

AI-agent tax platform for businesses, individuals and tax professionals

Software Development San Francisco, California 51–200 employees Founded 2023 Privately Held

Instead builds an AI-native tax workspace pairing AI agents with professional review across planning, workpapers and filing. Its stack runs multiple model providers (OpenAI, Claude 3.5 Sonnet, Gemini) behind Langchain and Helicone observability on a Go, Vue/Nuxt and AWS ECS/Kubernetes base, pointing to production LLM inference as core infrastructure. Accelerating hiring concentrated in India mixes engineering with finance roles, suggesting tax-delivery capacity is scaling offshore.

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 BuildingChallenges and projects from their job posts

◆Challenges

Managing multiple tax engagements at once
Meeting tight tax filing deadlines
Complex tax and government compliance requirements
Tax planning inefficiencies
Scaling global recruiting with hiring compliance

▲Active Projects

AI tax return analysis
Production LLM inference and prompt engineering infrastructure
Full-stack features for flagship customer platform
Tax strategy implementation across client engagements
Internal platforms for team productivity

Hiring Activity

Accelerating6 roles · 6 in 30d

Department

Engineering

Finance

Design

Seniority

Mid

Senior

Director

Manager

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About Instead

Instead is a privately held company founded in 2023 and headquartered in San Francisco, California, with 51–200 employees. It offers a single system where businesses, individual taxpayers and tax professionals handle tax research, planning, documentation, return preparation, filing and IRS correspondence. Businesses use it to organize documents, identify savings, estimate payments and prepare returns. Tax professionals use it to convert client information into reviewable workpapers, plans and reports, keeping human sign-off on AI-generated work.

HeadquartersSan Francisco, California

Company Size51–200 employees

Founded2023

Hiring MarketsIndia

Frequently Asked Questions

What tech stack does Instead use?

Instead uses Go, Python, TypeScript, Vue and Nuxt, PostgreSQL, Docker, Kubernetes and Terraform on AWS (ECS, RDS), plus OpenAI, Claude 3.5 Sonnet, Gemini, Langchain and Helicone for AI.

Where is Instead hiring?

Instead's current hiring is in India, with hiring accelerating across engineering, finance, design and HR at mid, senior, manager and director levels.

What is Instead working on?

Instead is building AI tax return analysis, production LLM inference and prompt-engineering infrastructure, full-stack features for its live customer platform, and internal productivity tooling.

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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.