TensorOpera
TensorOpera AI is a full-stack agentic AI platform offering developer tools (AgentOpera Studio), GPU cloud infrastructure, federated learning (FedML), and a consumer social product (Teamily AI), targeting AI developers, ML teams, and enterprises with multi-agent orchestration capabilities.
- Company typePrivate
- Founded2023
- HeadquartersPalo Alto, United States
- Headcount11–50
- GTM typeB2B and B2C
- OfferingSoftware
What TensorOpera does
TensorOpera AI develops a full-stack agentic AI platform, co-optimized from agent to model to GPU, with three principal product layers: Teamily AI (a consumer-facing human+AI social platform enabling document creation, web prototyping, dashboards, and marketing campaign workflows), AgentOpera Studio (a developer environment for building agents via prompts, workflows, APIs, or frameworks, with MCP integration, Knowledge Base, and Agent Servers for production deployment), and a Model and GPU Platform offering serverless GPU clusters (A100, H100, RTX4090), low-latency model serving, intelligent Model Routing, and distributed Model Training. Supporting components include FedML (federated learning for privacy-preserving training across mobile, IoT, cross-silo, and browser environments) and Mobile AI, anchored by Fox-1, a proprietary small language model co-developed with Qualcomm Technologies for cloud and edge deployment.
The company targets AI developers and ML teams as primary users, with enterprise and consumer reach through Teamily AI. Revenue is generated through usage-based GPU cloud compute, subscription access to AgentOpera Studio, and consumer subscription on Teamily AI. Distribution is product-led and API-first, supplemented by flagship partnerships with Samsung Electronics and Qualcomm Technologies for mobile and silicon integration, and a partnership with Aethir for decentralized GPU compute. Founded in 2022 and headquartered in Palo Alto, TensorOpera has raised approximately $20 million in venture financing across multiple rounds and operates with 11-50 employees.
TensorOpera firmographics
Firmographics- Name
- TensorOpera
- Legal name
- TensorOpera AI
- Website
- https://tensoropera.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- TensorOpera AI is a full-stack agentic AI platform offering developer tools (AgentOpera Studio), GPU cloud infrastructure, federated learning (FedML), and a consumer social product (Teamily AI), targeting AI developers, ML teams, and enterprises with multi-agent orchestration capabilities.
- Ownership category
- akta.pro rank
TensorOpera industry classification
Industry- Product category
- AI Development Platform
- NAICS
- Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)
Keywords
Where TensorOpera is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
TensorOpera business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- AI Platform & Agent Services: TensorOpera AI generates revenue through its full-stack AI platform which includes AgentOpera Studio (agent creation and deployment), Model Serving/GPU Cloud (compute infrastructure), and the Model Marketplace. Customers pay for agent building tools, API access to LLMs, model deployment, and GPU compute (A100, H100, RTX4090). The platform supports pay-per-use GPU cloud (pay only for what you use) combined with API access fees.
- Teamily AI (Flagship Consumer Product): Teamily AI, the subsidiary human+AI social platform, generates revenue from ~20,000 beta seed users and several hundred paying customers during beta. The platform enables companies to build and grow via document creation, web prototyping, dashboards, and marketing campaign management.
- FedML Platform: Federated learning platform offering privacy-preserving training solutions for mobile, IoT, and cross-silo enterprise use cases. Revenue likely derived from platform usage and enterprise licensing.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | GPU Cloud pay-per-use |
| Subscription | Monthly | AgentOpera Studio |
Go-to-market motion2 records
Distribution channels7 records
Marketing channels4 records
TensorOpera product offering
Product offeringCore offering
TensorOpera AI is a full-stack agentic AI platform that enables developers and enterprises to build, deploy, and monetize AI agents. It bundles a developer-facing AgentOpera Studio, a Model and GPU cloud platform with a model marketplace, federated learning tooling (FedML), the proprietary Fox-1 small language model, and the consumer-facing Teamily AI assistant and social platform.
Product overview
TensorOpera AI is a full-stack AI agent platform organized as a platform-plus-modules architecture. The core offerings include: Teamily AI (human-AI social platform for end users), AgentOpera Studio (agent development environment for developers), and the Model and GPU Platform (model serving and cloud infrastructure). These are complemented by FedML (federated learning), Mobile AI (edge/cloud mobile solutions including Fox-1 SLM), and specialized features like ChainOpera Super Agent, Agent Social Network, and DeepSearch. The platform enables users to build, deploy, distribute, and monetize AI agents with multi-model multi-agent orchestration, backed by TensorOpera-deployed foundation models and serverless GPU infrastructure.
Differentiator
Problem solved
Functional benefit
Brands
- Teamily AI: Human+AI social platform - browser-based messaging platform where AI agents participate in group conversations
- AgentOpera Studio
- FedML
- Fox-1
- ChainOpera
Products and services
- AgentOpera Studio
Quantifiable outcome
- 5 million+ users served historically by Teamily AI platform
- +2 more outcomes
Companies that use TensorOpera
Customer profileNamed customers1 record
Segments4 records
Ideal customer profiles3 records
TensorOpera technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration6 records
AI capability13 records
Feature15 records
TensorOpera partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core, minor and flagship.
- Teamily AIcoreTeamily AI is the flagship consumer-facing product launched as a subsidiary/partnership of TensorOpera AI. Teamily AI is a human+AI social platform enabling humans and AI agents to collaborate within an AI-native messenger. TensorOpera AI provides the underlying Agentic AI Infra platform powering Teamily AI. Teamily AI publicly launched after serving over 5 million users previously, with a six-month beta having ~20,000 registered seed users and several hundred paying customers.
- AethirminorTensorOpera and Aethir team up to advance massive-scale LLM training on decentralized cloud. The partnership combines TensorOpera's model training infrastructure with Aethir's decentralized GPU/cloud resources for large-scale AI training workloads.
- Samsung ElectronicsflagshipTensorOpera AI and Samsung Electronics showcased the future of generative AI on mobile devices together. This is a high-profile partnership demonstrating TensorOpera's AI capabilities in the mobile device ecosystem.
- Qualcomm TechnologiesflagshipTensorOpera AI and Qualcomm Technologies joined forces to empower AI developers with cutting-edge generative AI solutions. This partnership includes the joint development of Fox-1 small language model, a 1.6B parameter SLM for efficient deployment across cloud and edge environments, listed on the TensorOpera Model Marketplace.
- FedMLcoreFedML is a federated learning platform integrated into the TensorOpera ecosystem, offering privacy-preserving training for smartphone & IoT, cross-silo multi-cloud environments, and browsers. It is presented as part of the TensorOpera product stack alongside AgentOpera Studio and the Model/GPU Platform.
Scale indicators3 records
Recent moves6 records
Expansion highlights6 records
TensorOpera competitors and assessment
Company assessmentBroad incumbents
- Lambda Labs: GPU cloud provider specializing in AI training and inference with on-demand H100/A100 capacity. Direct competitor to TensorOpera's GPU Cloud line of business.
- Hugging Face: Model hub, inference endpoints, and agent tooling. Overlaps with TensorOpera's model marketplace, model serving, and developer ecosystem positioning.
- OpenAI: Foundation model and agent platform (Assistants API, custom GPTs). Sets the bar for both the models TensorOpera resells and the agent experience customers compare against.
- CoreWeave: Large-scale neocloud GPU provider serving AI training and inference workloads. Competes with TensorOpera's GPU Cloud but at substantially greater scale and capital base.
- Anthropic: Foundation model provider (Claude) plus emerging agent capabilities. Competes both as a model provider inside TensorOpera's Model API and as an agent platform in its own right.
Direct peers
- LangChain: Developer framework for building LLM-powered applications and agents using prompts, workflows, and tool integrations. Directly comparable to AgentOpera Studio's agent creation capabilities and competes for the same developer mindshare.
- AutoGen (Microsoft): Microsoft-backed framework for building multi-agent systems with conversational and task-oriented agents. Competes head-on in the multi-agent developer tooling layer.
- CrewAI: Multi-agent orchestration framework enabling role-based agent collaboration. Closely aligned with TensorOpera's Agent Social Network and multi-agent orchestration positioning.
- Together AI: Cloud platform for open-source model serving, fine-tuning, and inference with GPU clusters. Directly comparable to TensorOpera's Model Serving and GPU Cloud offering.
Emerging players
- Fixie AI: Platform for building and deploying AI agents with API and tool integrations. Comparable scope to AgentOpera Studio at a similar stage, focused on developer-led agent creation.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
TensorOpera social profiles
Digital presenceTensorOpera financial estimates
Financial estimateRevenue estimate
Valuation estimate
TensorOpera leadership team
Management profileNumber of profiles
Profiles2 records
TensorOpera subsidiaries and ownership
Company hierarchySubsidiaries1 record
TensorOpera funding detail
Funding detailFunding overview
Funding rounds3 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TensorOpera 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 TensorOpera
What does TensorOpera do?
TensorOpera AI is a full-stack agentic AI platform that enables developers and enterprises to build, deploy, and monetize AI agents. It bundles a developer-facing AgentOpera Studio, a Model and GPU cloud platform with a model marketplace, federated learning tooling (FedML), the proprietary Fox-1 small language model, and the consumer-facing Teamily AI assistant and social platform.
Is TensorOpera a public or private company?
TensorOpera is a private company. It is classified as venture growth investor backed and is currently operating.
When was TensorOpera founded?
TensorOpera was founded in 2023. It employs 11 to 50 people.
Where is TensorOpera based?
TensorOpera is headquartered in Palo Alto, United States, in the North America region.
How does TensorOpera make money?
Three revenue lines are on record. AI Platform & Agent Services are the primary driver. The others are teamily AI (Flagship Consumer Product) and fedML Platform.
Who are TensorOpera's main competitors?
Broad incumbents on record are Lambda Labs, Hugging Face, OpenAI, CoreWeave and Anthropic. Direct peers are LangChain, AutoGen (Microsoft), CrewAI and Together AI. Fixie AI is listed as an emerging player.
Does TensorOpera have an API?
Yes. Model API provides access to leading LLMs with one key, including OpenAI, Anthropic, plus TensorOpera-deployed DeepSeek, Qwen, and Llama models. The API offers low-latency endpoints for model serving and enterprise-grade reliability.
What industry is TensorOpera in?
TensorOpera's product category is AI Development Platform. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 5132 and its SIC code is 7372.