Invisible
Invisible Technologies is a private AI software and services company that provides a modular enterprise AI platform (Neuron, Atomic, Meridial, Synapse, Axon) and a 24,000-expert human-in-the-loop network to both frontier AI labs and large enterprises across financial services, healthcare, sports, and other verticals.
- Company typePrivate
- Founded2020
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Invisible does
Invisible Technologies (legal name Invisible Technologies Inc.) is a private AI software and services company headquartered in San Francisco with additional offices in New York, Washington D.C., and London. The company positions itself as an operational AI partner to both frontier AI labs and large enterprises, delivering what it describes as research-grade training data, AI evaluation, and enterprise AI deployment. The company was founded in 2020 and reported revenue of $134 million in 2024, with revenue growing 24-fold between 2020 and 2023 before more than doubling again in 2024.
The company's core product is a modular AI platform composed of five integrated modules: Neuron (data ingestion and organization), Atomic (visual process builder for workflow automation), Meridial (a network of 24,000+ vetted domain experts for human-in-the-loop tasks), Synapse (AI evaluation and benchmarking), and Axon (governed AI agents for enterprise workflows). The platform supports multiple AI modalities including text, image, video, structured data, and code, and is supplemented by solution offerings for back-office automation, computer vision, contact center intelligence, demand forecasting, and reinforcement learning environments.
Invisible generates revenue through two primary streams: a subscription-based AI software platform sold to enterprises on annual, quote-based contracts, and AI training services sold to frontier AI labs and enterprises for data annotation, model evaluation, and synthetic data generation. The company employs a direct enterprise sales motion with a consultative 'Book a demo' approach, targeting AI labs (Anthropic, OpenAI, Cohere) and enterprise customers across asset management, banking, healthcare, insurance, life sciences, private equity, public sector, sports, and consumer industries. Notable named customers include Microsoft, AWS, ElevenLabs, Grubhub, AmFam, Boosted.ai, Charlotte Hornets, and Swissgear. The company has raised $144 million in total funding, including a $100 million growth round in September 2025 led by Vanara Capital.
Invisible firmographics
Firmographics- Name
- Invisible
- Legal name
- Invisible Technologies Inc.
- Website
- https://invisible.co
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Invisible Technologies is a private AI software and services company that provides a modular enterprise AI platform (Neuron, Atomic, Meridial, Synapse, Axon) and a 24,000-expert human-in-the-loop network to both frontier AI labs and large enterprises across financial services, healthcare, sports, and other verticals.
- Ownership category
- akta.pro rank
Invisible industry classification
Industry- Product category
- Enterprise AI Platform
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where Invisible is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Invisible business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- AI Software Platform: Modular platform subscription and service revenue from enterprise AI operations, including data platform, process builder, expert network, evaluations, and agents. Customers can plug in specific components as needed, with pricing based on usage and scope.
- AI Training Services: Research-grade annotation, training, and evaluation services for AI models. The company has trained over 80% of the world's leading AI models. Revenue from data labeling, model training, and verification services for frontier AI labs and enterprises.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise platform with modular components |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels8 records
Invisible product offering
Product offeringCore offering
Invisible Technologies sells an enterprise AI platform composed of five integrated modules — Neuron (data platform), Atomic (process builder), Meridial (expert network), Synapse (evaluation), and Axon (AI agents) — alongside AI training data, reinforcement learning environments, and vertical-specific automation solutions for back-office, contact center, demand forecasting, and computer vision use cases. The company positions itself as an operations, automation, and AI partner that helps enterprises deploy AI at scale, combining software, a 24,000+ vetted expert network, and research-grade training services.
Product overview
Invisible is an enterprise AI platform consisting of five core modules (Neuron, Atomic, Meridial, Synapse, Axon) that work together as an integrated system. Neuron serves as the data platform ingesting and organizing multi-source data; Atomic is the visual process builder for workflow automation; Meridial provides the expert network of 24,000+ vetted domain specialists; Synapse handles AI evaluation and benchmarking; and Axon enables autonomous AI agents. The platform is modular, allowing enterprises to deploy specific components as needed. Solutions include RL environments, back-office automation, computer vision, contact center intelligence, demand forecasting, and custom AI development. The company has trained over 80% of the world's leading AI models and serves both frontier AI labs and enterprise clients across asset management, banking, healthcare, insurance, life sciences, and other sectors.
Differentiator
Problem solved
Functional benefit
Brands
- Meridial: A global network of vetted domain experts deployed on-demand for AI projects, training data annotation, and human-in-the-loop evaluation.
- Neuron
- Atomic
- Synapse
- Axon
Products and services
- Axon
- Synapse
- Meridial
- Atomic
- Neuron
- AI Training Services
- RL Environments
- Back Office Automation
- Computer Vision
- Contact Center
- Demand Forecasting
- Custom Solutions
Quantifiable outcome
- 70%+ reduction in workflow processing time across clients
- +4 more outcomes
Companies that use Invisible
Customer profileNamed customers10 records
Segments6 records
Ideal customer profiles5 records
Invisible technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability13 records
Feature7 records
Invisible partnerships and signals
Strategic signalScale indicators10 records
Recent moves7 records
Expansion highlights5 records
Invisible competitors and assessment
Company assessmentDirect peers
- Scale AI: Leading AI training data and evaluation provider serving frontier AI labs and the US Department of Defense. Most direct competitor to Invisible's AI training services and RL environment offerings.
- Surge AI: Specialist in high-quality human-labeled data and reinforcement learning from human feedback for frontier AI models. Competes head-to-head with Invisible for the same AI lab training contracts.
- Appen: Global data annotation and AI training data provider with a large crowd workforce. Directly comparable on enterprise and AI lab training data, evaluation services, and multilingual coverage.
- Labelbox: Data-centric AI platform combining labeling tooling, model evaluation, and RLHF workflows. Overlaps with Invisible's Synapse evaluation and Neuron data platform modules.
- Snorkel AI: Data-centric AI platform using programmatic labeling and weak supervision to build enterprise AI. Comparable to Invisible's data platform and enterprise AI deployment value proposition.
- Sama: AI training data provider with a vetted global workforce focused on ethical annotation for computer vision and NLP. Directly comparable on human-in-the-loop training data delivery.
- iMerit: AI data solutions company providing annotation, data labeling, and model evaluation via a global workforce. Overlaps with Invisible's Meridial expert network and AI training services.
Broad incumbents
- DataRobot: Established enterprise AI platform for building, deploying, and governing ML and generative AI applications. Competes with Invisible's broader enterprise AI operations positioning.
- Palantir Technologies: Enterprise data and AI platform (Foundry, AIP) powering operations for large institutions and governments. Comparable on enterprise AI ops, data integration, and agent-driven workflows.
- AWS (Bedrock and SageMaker): Hyperscaler offering end-to-end AI platforms for data preparation, model training, evaluation, and agent development. Direct partner of Invisible and a key competitive substitute for enterprises.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Invisible social profiles
Digital presenceInvisible financial estimates
Financial estimateRevenue estimate
Valuation estimate
Invisible leadership team
Management profileNumber of profiles
Invisible subsidiaries and ownership
Company hierarchySubsidiaries1 record
Invisible funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Invisible 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 Invisible
What does Invisible do?
Invisible Technologies sells an enterprise AI platform composed of five integrated modules — Neuron (data platform), Atomic (process builder), Meridial (expert network), Synapse (evaluation), and Axon (AI agents) — alongside AI training data, reinforcement learning environments, and vertical-specific automation solutions for back-office, contact center, demand forecasting, and computer vision use cases. The company positions itself as an operations, automation, and AI partner that helps enterprises deploy AI at scale, combining software, a 24,000+ vetted expert network, and research-grade training services.
Is Invisible a public or private company?
Invisible is a private company. It is classified as venture growth investor backed and is currently operating.
When was Invisible founded?
Invisible was founded in 2020. It employs 1 to 10 people.
Where is Invisible based?
Invisible is headquartered in San Francisco, United States, in the North America region.
How does Invisible make money?
Two revenue lines are on record. AI Software Platform is the primary driver. The others are AI Training Services.
Who are Invisible's main competitors?
Direct peers on record are Scale AI, Surge AI, Appen, Labelbox, Snorkel AI, Sama and iMerit. Broad incumbents are DataRobot, Palantir Technologies and AWS (Bedrock and SageMaker).
Does Invisible have an API?
No public API is recorded for Invisible.
What industry is Invisible in?
Invisible's product category is Enterprise AI Platform. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent). Its NAICS code is 5132 and its SIC code is 7373.