Imbue (formerly Generally Intelligent)
Founded 2017 as Generally Intelligent; rebranded Imbue 2023. Founders Kanjun Qiu + Josh Albrecht. $200M Series B 2023 ($1B valuation). Trained a 70B reasoning model, then shifted to user-owned AI tools: imbue.com now lists Studio (personal AI operating system, waitlist), Bouncer, Cloud in a Bottle, Sculptor, Vet (AI code review) and mngr (CLI for managing coding agents), with open-source repos under github.com/imbue-ai.
Active · Verified 2026-10-27 · fresh as of 2026-10-27 · 22 cited facts, 1 with a third-party source · Suggest a correction
At a glance
- Tier
- T3
- Created
- 2017 (founded as Generally Intelligent); 2023 (Imbue rebrand) vendor fix
- Latest release
- not applicable — orchestration platform, not memory product fix
- License
- not applicable — not OSS fix
- GitHub
- imbue-ai/mngr — ~430 stars, last commit 2026-10 repo fix
- Pricing
- Pre-product (research-focused) vendor fix
- Freshness
- 2026-10-27 fix
- Layer
- agent-infra repo fix
- Licensing
- commercial vendor fix
- Developer activity
- OpenRank 1.87 (12-mo avg 7.19) · 2 participants — 2026-09 third-party fix
When to use
Optimised for: reasoning-agent research; OSS coding-agent prototypes
Anti-fit: not applicable — orchestration platform, not memory product
Pros & cons
Pros
Long-running coding-reasoning research program (since 2017); $1B post-money 2023; trained 70B own model; OSS Carbon project popular in agent community.
Cons
Limited shipping commercial product to date; competitive landscape (Cognition, Reflection, Anthropic, Cursor) intensified 2024-25; small team relative to peers.
Claims & capabilities
$200M Series B Sept-2023 ($1B valuation; Astera + Nvidia + Notion's Akshay Kothari); 70B reasoning model trained on Nvidia H100 cluster; OSS Carbon coding agent project
Technical surface
- API surface
- not applicable — orchestration platform, not memory product
- Backend storage
- not applicable — orchestration platform, not memory product
- Deployment
- not applicable — orchestration platform, not memory product
- Embedding model
- not applicable — not a memory product
- Multi-tenancy
- not applicable — orchestration platform, not memory product
- MCP
- not applicable — orchestration platform, not memory product
- A2A
- not applicable — orchestration platform, not memory product
- OpenTelemetry
- not applicable — orchestration platform, not memory product
Alternatives to Imbue (formerly Generally Intelligent) → live options ranked by shared design, licence, hosting and MCP support
Similar systems
Other multi-agent orchestration platforms in the catalog, ranked by inbound references.
- MultiOn (now AGI, Inc.) T2
Web-browsing agent API platform (MultiOn Agent API, docs still labelled Agent V1 Beta). Founded 2023 by Div Garg. As of 2026-10 www.multion.ai redirects to AGI, Inc. (theagi.company), which now markets AGI-0, an on-device action model and agent that operates Android apps, plus a developer Platform; the multion Python SDK has had no release since 2024-10.
- Steamship T3
YC W21 startup providing managed hosting + deployment for LLM agents — 'one-click deploy' for LangChain / agent code. Founded by Ted Benson (ex-Google Brain). Pre-seed + seed funded YC + Twin Ventures. Positioned as Heroku for AI agents — but the agent-platform space crowded post-2023, and Steamship's commercial momentum has slowed vs Vercel AI / Modal / Bedrock. As of 2026-10-29 www.steamship.com returns 404 and docs.steamship.com serves an expired TLS certificate; the last Python SDK release was v2.17.34 (2024-01-24); the python-client repo is not archived.
- Adept ACT T3
Founded 2022 by David Luan and fellow ex-OpenAI / Google researchers. Built ACT-1 / ACT-2 multimodal action transformers for computer-use. In June 2024 Amazon hired Luan and co-founders (Odena, Nye, Elsen, Szot) into Amazon AGI and licensed Adept's technology (acqui-hire, not a full acquisition); Adept continues with former head of engineering Zach Brock as CEO, refocused on agentic AI solutions. Important historical entry — ACT models inspired Anthropic Computer Use + OpenAI Operator.
- CrewAI Enterprise (now CrewAI AMP) T2
Commercial Enterprise tier of the CrewAI OSS multi-agent framework. Adds managed cloud runtime, RBAC, audit logging, SLA support, on-prem option. OSS CrewAI is in the Framework-embedded memory section already; this row covers the commercial cloud platform separately. $18M Series A Oct-2024 (Insight Partners). 30k+ companies have deployed CrewAI agents in prod (vendor-stated).
- InstructLab (Red Hat / IBM) T2
Red Hat / IBM-stewarded open-source framework for community-driven LLM alignment + fine-tuning (LAB method, IBM Research 2024; Granite models). Apache 2.0. Main CLI repo archived 2026-04-23 after a 2025 refactor into separate libraries — synthetic data generation in SDG Hub and training in Training Hub (Red-Hat-AI-Innovation-Team). Not strictly a multi-agent framework.
- Lindy T2
Lindy is a no-code multi-agent automation platform from Florent Crivello (ex-Teleport, ex-Twitter). Targets consumer / SMB segment with email triage, meeting scheduling, CRM-update agents. $50M Series A Oct-2024 led by Andreessen Horowitz + Sequoia. Distinct from Zapier / n8n traditional automation by putting LLMs at the core of every workflow node.
Sources (21 cited facts, 1 third-party)
Each fact links to the page it came from; the badge says who published it (how to read sources).
- What it is Coding-agent research lab (foundation models for reasoning + code agents) vendor
- What it does & what's distinct Founded 2017 as Generally Intelligent; rebranded Imbue 2023. Founders Kanjun Qiu + Josh … vendor
- Claims / benefits $200M Series B Sept-2023 ($1B valuation; Astera + Nvidia + Notion's Akshay Kothari); 70B… vendor
- Created 2017 (founded as Generally Intelligent); 2023 (Imbue rebrand) vendor
- GitHub imbue-ai/mngr — ~430 stars, last commit 2026-10 repo
- Funding $200M Series B Sept-2023 ($1B val; Astera, Nvidia, Akshay Kothari, others) vendor
- Pricing Pre-product (research-focused) vendor
- HQ San Francisco, US vendor
- Founders / pedigree Kanjun Qiu (CEO; ex-Sourcegraph); Josh Albrecht (CTO) vendor
- Agent abstraction reasoning-and-code agent (research) vendor
- LLM lock single-vendor (Imbue-proprietary 70B + research) vendor
- Optimised for reasoning-agent research; OSS coding-agent prototypes vendor
- Adjacent infrastructure OSS Carbon coding agent; Nvidia (compute partner); Hugging Face (research releases) vendor
- Pros Long-running coding-reasoning research program (since 2017); $1B post-money 2023; traine… vendor
- Cons Limited shipping commercial product to date; competitive landscape (Cognition, Reflectio… vendor
- Project & sources imbue.com/ vendor
- architecture-deployment-locus local vendor
- licensing-bucket commercial vendor
- positioning-platform-vs-product product vendor
- taxonomy-three-layer-rollup agent-infra repo
- developer-activity-opendigger {"activity":2.22,"as_of":"2026-09","openrank_12mo":7.19,"openrank_current":1.87,"partici… third-party