Imbue

Name

Imbue

Legal name

Imbue, Inc.

Website

https://imbue.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

11–50 employees

Ownership category

akta.pro rank

Product category

AI Coding Agents

NAICS

Custom Computer Programming Services (541511)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

Keywords

• AI coding agents
• Foundation models
• Developer tools
• Code generation
• AI research lab

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2C

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales

Revenue model

1. Research-preview services (no commercial release): Product Terms explicitly state: 'the Services are in research preview form and have not been made commercially available by Imbue.' There are no paid tiers, no seat fees, and no usage metering described in the source. Users accept the Services 'as-is' and acknowledge that Imbue has no obligation to release a commercial version.
2. Open-source product distribution (free): All developer products (mngr, Bouncer, Vet, Sculptor, Blueprint, Latchkey, Keystone) are released as free, open-source software. mngr is MIT-licensed; Vet is AGPL-3.0; the rest are available on GitHub without charge. Users 'pay only for inference and the compute on whichever host you pick' (e.g., Modal or Vultr), so third-party compute, not Imbue, captures infrastructure spend in the current model.

Pricing tiers

Go-to-market motion4 records

Distribution channels4 records

Marketing channels12 records

Core offering

Imbue is an AI research lab that trains a custom ~70B-parameter reasoning foundation model and open-sources a suite of AI coding agent developer tools. Its product portfolio includes mngr (a CLI for orchestrating parallel coding agents), Vet (an automated code-review GitHub Action), Sculptor (a UI for parallel agents), Blueprint (a planning copilot), Keystone (self-configuring agents), Latchkey (a REST/HTTP connectivity framework), Offload (Rust test acceleration), and Bouncer (a consumer Chrome/iOS app that filters X feeds). All products are released as open-source code on GitHub under MIT or AGPL-3.0 licenses, with users paying third-party compute and inference providers directly.

Product overview

Imbue operates as a platform-plus-modules portfolio rather than a single unified product, organized around AI coding agents and the developer tooling around them. The core offering centers on mngr (a Unix-style CLI for orchestrating coding agents on Modal, Vultr, and Docker with GitHub integration) and Vet (a GitHub Action for automated code review of agent pull requests using Anthropic, OpenAI, Gemini, Ollama, or OpenAI-compatible endpoints). Keystone provides self-configuring agents that prime context, while Blueprint acts as a planning copilot that integrates with VSCode, Cursor, and Windsurf, and Sculptor offers an open-source UI for running parallel agents. Latchkey is the connectivity framework, explicitly using plain REST/HTTP instead of MCP with predefined schemas (e.g., Gmail) and user-defined JSON schemas. Offload is a developer-facing Rust CLI for accelerating test runs, and the Darwinian Evolver is a research framework for evolutionary code optimization. Bouncer is a consumer-facing complement — a Chrome extension and iOS app that filters and ranks the user's X feed using multimodal (text + image) understanding across multiple LLM providers.

Differentiator

Problem solved

Functional benefit

Brands

• mngr: Internal manager tool used by Imbue to manage a team of AI agents.
• Bouncer
• Sculptor
• Blueprint
• Vet
• Latchkey
• Keystone
• Darwinian Evolver

Products and services

• mngr A Unix-style command-line tool for managing and orchestrating coding agents (Claude, Codex, OpenCode) in parallel across local machines, Modal sandboxes, Vultr VPS, or any SSH-reachable host. Designed for 'git-for-agents' workflows: create, destroy, list, clone, message, fork, pair. Free, MIT-licensed, for individual developers and engineers.
• Bouncer A consumer product (Chrome extension and iOS app) that filters and ranks the user's X (Twitter) feed against user-defined topics, with image-aware multimodal filtering and support for multiple LLM providers (OpenAI, Anthropic, Gemini, OpenRouter, local WebLLM models). Free, with no data sent externally when using on-device inference.
• Sculptor An open-source user interface for running and managing parallel coding agents (github.com/imbue-ai/sculptor). Embeds engineering best practices and Vet-style review directly into the workflow.
• Blueprint A planning copilot that integrates with VSCode, Cursor, and Windsurf to research the user's codebase and elicit intent via multiple-choice and free-form questions before any code is written, producing a plan grounded in the actual repo. Designed to counteract agents' tendency to make unstated assumptions.
• Vet An automated code review tool that runs as a GitHub Action, designed to catch mistakes in agent-generated pull requests (e.g., agents claiming tests passed but never running them, fabricating data). Supports Anthropic, OpenAI, Gemini, Ollama, and OpenAI-compatible model endpoints; supports Claude Code, Codex, and OpenCode as agent backends. AGPL-3.0 licensed, zero telemetry.
• Latchkey An open-source framework that exposes agent connectivity via plain REST/HTTP (explicitly positioned as an alternative to MCP), with predefined JSON schemas (including a Google Gmail API schema) and user-defined schemas for least-privilege scoping of agent calls to external services.
• Keystone An offering focused on self-configuring coding agents that retrieve and synthesize context to configure themselves for downstream coding tasks. Includes the Keystone-Eval benchmark for evaluating self-configuring agents.
• Offload A Rust command-line tool that parallelizes test execution to accelerate test runtime for Rust projects; the company's internal use case reported a 6x speedup on their own test suite.
• Darwinian Evolver An open code-evolution framework that maintains a population of candidate solutions, mutates them via a reasoning LLM, scores them with a fitness function (correctness + transfer + simplicity), and iterates. Achieved new open-weight state-of-the-art on ARC-AGI-2.
• Imbue Containers A platform-level offering for running managed containerized compute, referenced on the Imbue products menu.

Named customers1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration21 records

AI capability15 records

Feature10 records

Partnerships

Eight partnerships are on record, tiered flagship / foundational and core.

• Anthropicflagship / foundationalStrategic or Co-development Partner · 7 November 2025Co-founded the Agentic Futures Initiative (AFI) with Imbue, Intuit, Edgerunner AI, Unstructured, Shift5, and Lilt AI in November 2025 to shape policy for AI agents. Anthropic is also referenced as a third-party resource provider in Imbue's Product Terms (alongside OpenAI and Google for inference).
• IntuitcoreStrategic or Co-development Partner · 7 November 2025Co-launch partner of the Agentic Futures Initiative (AFI), alongside Anthropic, Imbue, Edgerunner AI, Unstructured, Shift5, and Lilt AI. The AFI is a policy coalition to shape clear, practical, and forward-looking rules for AI agents.
• Edgerunner AIcoreStrategic or Co-development Partner · 7 November 2025Co-launch partner of the Agentic Futures Initiative (AFI) alongside Anthropic, Intuit, Imbue, Unstructured, Shift5, and Lilt AI.
• UnstructuredcoreStrategic or Co-development Partner · 7 November 2025Co-launch partner of the Agentic Futures Initiative (AFI) alongside Anthropic, Intuit, Imbue, Edgerunner AI, Shift5, and Lilt AI.
• Shift5coreStrategic or Co-development Partner · 7 November 2025Co-launch partner of the Agentic Futures Initiative (AFI) alongside Anthropic, Intuit, Imbue, Edgerunner AI, Unstructured, and Lilt AI.
• Lilt AIcoreStrategic or Co-development Partner · 7 November 2025Co-launch partner of the Agentic Futures Initiative (AFI) alongside Anthropic, Intuit, Imbue, Edgerunner AI, Unstructured, and Shift5.
• US Department of Commerce AI Safety Institute ConsortiumcoreStrategic or Co-development Partner · 8 February 2024Joined the first-ever AI Safety Institute Consortium dedicated to AI safety, announced by the Biden-Harris Administration in February 2024.
• Dell Technologiesflagship / foundationalStrategic or Co-development Partner · 28 November 2023Imbue and Dell jointly designed a custom $150M high-performance computing system featuring 10,000 NVIDIA H100 GPUs, used to train Imbue's 70B-parameter foundation models. Announced in November 2023. Dell later listed Imbue as part of its expanding AI partner network alongside IREN, NVIDIA, Microsoft, and Meta Platforms.

Scale indicators8 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Cognition AI: Developer of Devin, the autonomous AI software engineer. Most directly comparable to Imbue as an AI agent lab focused on coding/agentic workloads with a frontier-model stack and an emphasis on multi-step autonomous execution.
• Cursor (Anysphere): AI-native code editor and agent product with deep VSCode integration. Directly comparable to Imbue's Blueprint and Sculptor on agent-assisted coding, and to Vet on agent code review, though Cursor is closed-source and commercially launched.
• Mistral AI: European frontier AI lab that open-sources foundation models and emphasizes developer-friendly tooling. Comparable to Imbue on the open-weights strategy and on competing in the reasoning-model category while also serving enterprise customers.
• Cline: Open-source AI coding agent that runs in VSCode. Direct peer to Imbue's Blueprint/Sculptor and to mngr's agent orchestration; both compete for the same developer mindshare in open-source agent tooling.
• Aider: Open-source AI pair-programming tool that operates in the terminal. Comparable to Imbue's mngr and Blueprint on AI-assisted coding workflows and shares the open-source, developer-first distribution motion.
• LangChain: Framework for building LLM applications and agents. Comparable to Imbue's Latchkey and agent orchestration work as developer infrastructure for composing AI agents, though LangChain is more general-purpose and commercially launched.
• ADEPT: AI agent lab building foundation models for action-taking agents. Closely comparable to Imbue on the original thesis (training reasoning-focused models from scratch to power personal/workplace agents) and on the agent-as-product positioning.

Broad incumbents

• Anthropic: Frontier AI lab building Claude and Claude Code. Comparable to Imbue on reasoning-focused foundation models, agentic coding (Claude Code is integrated into Vet/mngr), and policy work (co-founded AFI with Imbue). A much larger incumbent that competes with and supplies Imbue simultaneously.
• OpenAI: Frontier AI lab behind GPT-4/5 and Codex. Comparable to Imbue on foundation-model training and agentic coding (Codex is supported in Vet/mngr), and serves as both a model provider and direct competitor to Imbue's 70B reasoning model.
• Replit: AI-native coding platform with its own agent (Replit Agent) and IDE. Comparable to Imbue's full agent-coding stack (mngr + Sculptor + Blueprint) but as a commercial, vertically-integrated incumbent rather than an open-source toolchain.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/genintelligent
• GitHubgithub.com/imbue-ai
• YouTubeyoutube.com/@imbue_ai
• LinkedInlinkedin.com/company/imbue-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds6 records

Investors8 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Imbue