Future Tech Stack

AI-powered personal fitness platform with marketplace matching

Wellness and Fitness Services San Francisco, California 201–500 employees Founded 2017 Privately Held

Future is a personalized fitness platform built on React Native + React + Next.js for iOS/Android, with a Python + dbt + LangChain backend handling AI-driven matching and member experiences. The tech stack reveals a consumer-focused mobile-first company investing heavily in AI (LangChain, LangGraph, Langfuse for observability), data infrastructure (dbt pipelines ingesting 30+ sources), and agent development — signaling a shift from static fitness content toward dynamic, real-time AI coaching and marketplace matching. Hiring is accelerating across engineering and product, with senior/staff-level roles suggesting either product complexity or scaled operational challenges.

Tech Stack 24 technologies

Core StackReact Native React TypeScript Next.js Figma Cursor dbt LangChain Python Terraform Swift Go AWS Docker PostgreSQL Codex LangGraph Langfuse Pydantic Webhooks JSON Schema Objective-C iOS AWS ECS

What Future Is Building

◆Challenges

Scaling coaching experience
Cold-start supply demand
Matching quality
Trust and safety
No existing dashboards
Building data foundation
Reducing ai latency and cost
Improving product experience

▲Active Projects

Ai-driven product experiences
Frontend architecture and implementation of core member-facing product
Ai integration into member experience
Core marketplace experience
Cold-start playbook
Bootstrap supply demand new verticals
Data transformation pipelines in dbt
Data integration from 30+ sources
Dashboard and visualization development
Ai agent development for real users

Hiring Activity

Accelerating5 roles · 5 in 30d

Department

Engineering

Product

Data

Seniority

Senior

Staff

Mid

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About Future

Future operates a marketplace-based fitness platform where members connect with coaches and personalized experiences. Founded in 2017 and based in San Francisco, the company serves 201–500 employees across engineering, product, and data functions. The product surface spans mobile (iOS/Android via React Native), web (Next.js), and backend systems that ingest data from 30+ sources to power matching algorithms, dashboards, and AI-driven member journeys. Core operational challenges include cold-start supply-demand dynamics, coaching experience scaling, and trust-and-safety workflows in a two-sided marketplace.

HeadquartersSan Francisco, California

Company Size201–500 employees

Founded2017

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Future use?

React Native and React for mobile/web frontends; Next.js for web application; Python, dbt, and PostgreSQL for backend; LangChain and LangGraph for AI; AWS (ECS, Docker) for infrastructure; Figma and Cursor for design/development tooling.

What is Future working on?

AI-driven member experiences, marketplace matching, frontend product architecture, data transformation pipelines, and AI agent development. Current focus includes cold-start supply-demand playbooks, matching quality, and building foundational dashboards and data infrastructure.

How this profile is built

Future'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.