Invisible Technologies vs Turing

Invisible Technologies — Application · Private · $144M raised · 2 of 2 figures sourced  |  Turing — Infrastructure · Private · $2.2B valuation · 3 of 3 figures sourced

Relationship

Invisible AI Training and Off-the-shelf datasets do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; similar scale (private).

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

5 of 6 capabilitiesShared product type

5 of 6 capabilities — Shares agent orchestration, data labelling, evaluation and observability and 2 more.

Ludbee capability tags · from the product records

Shared product type — Both ship agent platform and data service.

Ludbee product records

Aligned comparison

FieldInvisible TechnologiesTuring
Size$144M raised$2.2B valuation different basis
Employees——
Founded20152018 3 yrs later
StatusPrivatePrivate match
CategoryApplicationInfrastructure
Stack layerAgent platform, Data service, PlatformAgent platform, Data service
HeadquartersSan Francisco, USASan Francisco, USA match

Capability overlap

Shared · 5

Agent orchestrationData labellingEvaluation and observabilityGuardrails and safetyWorkflow automation

Not verified for Turing · 1

Data analysis

Recorded for Invisible Technologies. Turing’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Invisible Technologies · 1

Model training

Recorded for Turing. Invisible Technologies’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Invisible Technologies

Agent platform

AtomicAgent platform

Documents and automates manual business workflows: maps how work actually gets done, then runs every step automatically, routing to the right AI system or person and enforcing quality checks.

AxonAgent platform

Deploys agents that carry out multi-step work with tool use and an audit trail.

Data service

Invisible AI TrainingData service

Recruits and manages experts who produce training data, evaluations and reinforcement-learning environments for AI labs.

MeridialData service

Network of 24,000+ vetted domain experts, continuously screened and organized by skill, language and domain expertise, for AI data labeling, testing and edge-case handling.

NeuronData service

Data platform that pulls messy, scattered data from across a company's systems into one governed place, automatically cleaning and organizing it into an AI-ready foundation.

Turing

Agent platform

Turing Intelligence PlatformAgent platform

An AI control plane that deploys, manages and scales enterprise AI agents across any model and any cloud, with governance and IP and sovereignty controls.

Data service

Off-the-shelf datasetsData service

A catalogue of pre-built, PhD-authored and expert-verified datasets — including CyberStrike, CompanyBench, EKWBench, SciCode and HLE++ — licensed to AI labs for reinforcement learning, benchmarking and model evaluation.

RL environmentsData service

Iterable UI and non-UI reinforcement-learning environments — including MCP server, computer-use and terminal environments — in which AI agents can be trained and evaluated on long-horizon workflows.

Turing Frontier AIData service

The training material a frontier lab runs on, sold as a service: 300+ reinforcement-learning environments, over a million curated tasks, and named benchmarks including CompanyBench, CyberStrike and Terminal-Bench 3.0, across software engineering, enterprise knowledge work and STEM.

No counterpart

Invisible Technologies sells these in a stack layer with no product recorded for Turing yet — nothing on the other side to compare them against.

Platform

SynapsePlatform

Evaluates AI systems for quality, safety and accuracy against criteria a customer defines.