Not yet judged·
Frontier language models
General-purpose language models trained at scale.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Research · AI Radar
Which AI technologies are moving, and which are ready.
Five layers, from models to infrastructure. Momentum and attractiveness are computed from the evidence; maturity is a written judgement.
First entries arriving. The radar's technology list is in place, with maturity judgements still to be written. We are collecting the first sourced entries for this view. Each one will link to the page it came from, and nothing here is a finding until it does.
Models
Not yet judged·
Reasoning models
Models that spend extra compute thinking through a problem before answering.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Multimodal & video models
Models that read, hear or produce images, video and audio as well as text.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Open-weight & small models
Models whose weights can be run and tuned by the buyer, including small and on-device ones.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Agents & orchestration
Not yet judged·
Agent frameworks & orchestration
Software that lets models plan, call tools and hand work between steps.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Computer-use & browser agents
Agents that operate screens, browsers and desktop software like a person would.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Coding agents
Agents that write, test and ship code with limited supervision.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Voice agents
Agents that hold spoken conversations, such as in contact centres.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Multi-agent systems
Several agents with different roles working on one task.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Agent protocols & interoperability
Shared standards for how agents call tools and talk to each other.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Data & knowledge
Not yet judged·
Retrieval & enterprise search
Giving models access to a company's own documents and data.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Vector & AI-native databases
Data stores built to find items by meaning rather than keyword.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Agent memory & context
How agents keep and reuse what they have learned across tasks.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Data labelling & synthetic data
Producing training and evaluation data, by people or by models.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Applications
Not yet judged·
Vertical copilots
Assistants built for one profession or industry's daily work.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
AI-native software
Products designed around AI doing the work, rather than humans using a tool.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Document & workflow automation
Reading, extracting from and routing documents and forms.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
AI search & answer engines
Search that returns synthesised answers rather than links.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Infrastructure & trust
Not yet judged·
Inference & serving
Running trained models quickly and cheaply for real users.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
GPU cloud & compute
Rented or built compute capacity for training and running models.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
AI chips & accelerators
Processors designed for AI workloads.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
Evals, observability & guardrails
Testing, monitoring and constraining AI systems in production.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Not yet judged·
AI security & governance
Protecting AI systems and proving they follow policy.
- Maturity
- Not yet judged
- Attractiveness
- –
- Evidence
- None yet
Calls: Use now (maturity 4–5), Pilot (3), Watch (1–2). A technology shows "Not yet judged" until someone writes its maturity and a reason. See Method.