Symbols
Symbols is an AI workspace and infrastructure platform that unifies a company's team, customers, and daily work into a single system where every surface—websites, apps, and internal tools—reads from one shared set of records. The platform includes a built-in AI assistant and agent orchestration layer that can route work to external AI coding agents, cutting token usage by over 70% in production deployments.
- Developer Tools
- Enterprise Software
- Artificial Intelligence
- AI Agents
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Companies rely on a dozen disconnected tools that don't share context, forcing them to re-enter the same customer data across multiple systems, leading to conflicting records and synchronization issues. Each tool bills separately per seat, creating cost complexity, and AI-generated code often lacks structure, remaining a demo rather than a production-ready product.
Solution
Symbols provides a single workspace where all fundamental apps operate on one set of records, ensuring every application reads the same data row and eliminating the need for synchronization. The platform includes a built-in AI assistant, s1m0ne, which can orchestrate external AI agents like Claude Code, Gemini CLI, or OpenAI Codex through a local bridge, giving those agents access to project files, live browser tabs, canvas, and MCP servers. This governed framework structures AI interactions, allowing for consistent, repeatable workflows across the workspace. The bridge manages agent sessions, stages MCP configurations, and routes tool calls back to the user's real browser or canvas, creating a seamless, secure AI-assisted development environment. The platform also includes built-in analytics surfaces—Analyzed for session and event tracking, and Gazer for privacy-consented gaze tracking—that write into the same workspace records, keeping insight and action one click apart.
Target Audience
Primary users are software development teams and product builders who need to integrate AI agents into their workflow, as well as companies seeking to consolidate their operational tools onto a single, unified data platform.
Features
- Unified data model: one set of records shared across all apps, eliminating data duplication and sync issues
- s1m0ne Bridge: a local program that connects the workspace to external AI CLIs (Claude Code, Gemini CLI, OpenAI Codex) via WebSocket, managing agent processes and sessions
- MCP server staging: automatically configures and provides access to symbols-mcp, inspected-tab MCP, canvas MCP, and user-defined MCP servers based on the active surface
- Session persistence: agent conversations survive page reloads, with the bridge keeping the agent alive for 45 seconds and re-attaching on reconnect
- Surface-adaptive tools: browser surfaces get tab inspection tools (screenshot, navigate, click, evaluate), while canvas surfaces get rendering and state tools
- Built-in analytics: Analyzed records every session, event, and referrer with live session rosters; Gazer uses nine-point camera calibration to produce attention heat maps and gaze-direction traces over the live page
- Single billing model: one bill for unlimited members, replacing per-seat pricing from multiple tools