Outshift
Outshift is a Cisco subsidiary brand that develops open-source infrastructure and software for distributed artificial intelligence, serving enterprise customers interested in deploying AI workloads across distributed environments.
- Company typePrivate
- Founded-
- HeadquartersSan Jose, United States
- Headcount—
- GTM typeB2B
- OfferingSoftware
What Outshift does
Outshift is a subsidiary brand of Cisco, the publicly traded enterprise technology company (NASDAQ: CSCO), focused on developing open-source infrastructure and software for distributed artificial intelligence. The entity operates from San Jose, United States, and maintains its web presence at outshift.com and outshift.cisco.com, signaling formal alignment with Cisco's corporate brand. Its core technical focus is on infrastructure and software tooling that enables distributed AI workloads, positioning it within the enterprise AI infrastructure and MLOps stack.
The company's product portfolio, pricing model, and customer segments are not disclosed in the available source data. As a Cisco subsidiary operating in the open-source infrastructure layer, Outshift likely combines open-source community distribution with potential commercial enterprise offerings that can leverage Cisco's global sales and channel ecosystem. Its competitive posture is anchored by the parent company's brand, distribution reach, and enterprise customer relationships rather than independently built go-to-market infrastructure.
Financially, Outshift operates as a non-publicly-disclosed subsidiary of Cisco, with no standalone revenue, headcount, or funding data available. It is actively operating as evidenced by its maintained web presence, but specific metrics on scale, customer adoption, or product traction are not currently documented.
Outshift firmographics
Firmographics- Name
- Outshift
- Website
- https://outshift.com
- Company type
- Private
- Operating status
- Operating
- Short description
- Outshift is a Cisco subsidiary brand that develops open-source infrastructure and software for distributed artificial intelligence, serving enterprise customers interested in deploying AI workloads across distributed environments.
- Ownership category
- akta.pro rank
Outshift industry classification
Industry- Product category
- Distributed AI Infrastructure
- NAICS
- Software Publishers (5132), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
- akta.pro secondary industries
- Open-Source Model Ecosystems & Model Marketplaces (HDAAACAM), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), Platform Engineering & Internal Developer Platforms (IDP) (BPAEAKAC), Open-Source & Developer Communities (BPAMABAM)
Keywords
Where Outshift is headquartered
LocationHeadquarters
- HQ city
- San Jose
- HQ country
- United States
- HQ region
- North America
Markets served
Outshift business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Outshift product offering
Product offeringCore offering
Outshift develops open-source infrastructure and software for distributed artificial intelligence. As a Cisco subsidiary brand, it focuses on providing foundational tooling that enables enterprises to build, deploy, and orchestrate AI workloads across distributed environments.
Differentiator
Problem solved
Functional benefit
Companies that use Outshift
Customer profileIdeal customer profiles1 record
Outshift technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Outshift partnerships and signals
Strategic signalRecent moves2 records
Expansion highlights2 records
Outshift competitors and assessment
Company assessmentDirect peers
- Anyscale: Anyscale develops the open-source Ray framework and a managed cloud platform for distributed AI and compute workloads, directly comparable to Outshift's focus on open-source infrastructure for distributed AI.
- Lightning AI: Lightning AI builds open-source frameworks (PyTorch Lightning) and a cloud platform for training, serving, and developing AI models, making it a direct competitor in open-source AI infrastructure.
- Hugging Face: Hugging Face operates the leading open-source ecosystem for AI models, datasets, and tools, overlapping directly with Outshift's positioning around open-source AI infrastructure and developer communities.
- Together AI: Together AI provides a distributed cloud platform for open-source model training, fine-tuning, and inference, directly comparable to Outshift's distributed AI infrastructure mandate.
Emerging players
- Weights & Biases: Weights & Biases provides MLOps tooling for experiment tracking, model management, and collaboration, an adjacent offering to distributed AI infrastructure platforms like Outshift.
- OctoML: OctoML (now OctoAI) optimizes and deploys ML models across hardware, an emerging player in AI deployment infrastructure comparable to Outshift's distributed AI focus.
- Determined AI: Determined AI (now part of HPE) provides an open-source deep learning training platform for distributed compute, directly overlapping with Outshift's distributed AI infrastructure positioning.
- BentoML: BentoML provides an open-source framework for building and serving AI prediction services, an emerging infrastructure player comparable to Outshift's open-source distributed AI offering.
Broad incumbents
- Databricks: Databricks operates a broad data and AI platform including the open-source MLflow MLOps stack and MosaicML distributed-training capabilities, overlapping with Outshift's distributed AI and MLOps positioning.
- NVIDIA: NVIDIA provides the dominant compute infrastructure (GPUs, CUDA, DGX Cloud, AI Enterprise software) underpinning distributed AI workloads, a broad incumbent overlapping with Outshift's infrastructure focus.
Market position
Strengths4 records
Weaknesses5 records
Competitive moat3 records
Key risks5 records
Key highlights5 records
Customer concentration
Outshift financial estimates
Financial estimateRevenue estimate
Valuation estimate
Outshift leadership team
Management profileNumber of profiles
Outshift funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Outshift M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Outshift
What does Outshift do?
Outshift develops open-source infrastructure and software for distributed artificial intelligence. As a Cisco subsidiary brand, it focuses on providing foundational tooling that enables enterprises to build, deploy, and orchestrate AI workloads across distributed environments.
Is Outshift a public or private company?
Outshift is a private company. It is classified as corporate owned and is currently operating.
When was Outshift founded?
Outshift was founded in -1.
Where is Outshift based?
Outshift is headquartered in San Jose, United States, in the North America region.
Who are Outshift's main competitors?
Direct peers on record are Anyscale, Lightning AI, Hugging Face and Together AI. Emerging players are Weights & Biases, OctoML, Determined AI and BentoML. Broad incumbents are Databricks and NVIDIA.
Does Outshift have an API?
No public API is recorded for Outshift.
What industry is Outshift in?
Outshift's product category is Distributed AI Infrastructure. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs), with a secondary code of HDAAACAM, Open-Source Model Ecosystems & Model Marketplaces. Its NAICS code is 5132 and its SIC code is 7372.