AfterQueryUnicorn · $2–5B

Specific LabsDeveloper ToolsUnited States

77% match

Specific Labs operates as an applied AI research lab that benchmarks datasets derived from real-world enterprise workflows. The company provides domain-grounded data representing actual business decisions, exceptions, and judgments to help frontier labs and enterprises build reliable AI agents.

AppenAPX.AX · AI/MLAustralia

68% matchPublicAI 30/100Green 0/100

Appen provides human-annotated data and evaluation services to train and improve artificial intelligence models. The company serves AI developers and enterprises by offering specialized capabilities in frontier alignment, agentic AI, speech and audio, multimodal AI, physical AI, and model integrity.

Innodata LankaData & AnalyticsSri Lanka

64% match

Innodata provides artificial intelligence services and platforms, specializing in data collection, data annotation, supervised fine-tuning, and model safety evaluation for enterprises and government agencies. The company also offers generative AI implementation, context engineering, agentic AI development, and industry-specific platforms for sectors such as healthcare and public relations.

hillclimbHR TechUnited States

71% match

Hillclimb provides training data to frontier artificial intelligence labs to improve model capabilities toward recursive self-improvement. The company focuses on aggregating human research data and automating reinforcement learning environment creation.

EdotEnv builds reinforcement learning environments using financial market data to help frontier AI labs and researchers train and evaluate self-improving artificial intelligence agents. The company focuses on enabling recursive self-improvement through increasingly difficult tasks that adapt to agent capabilities.

Hidden WeightsSoftware

66% match

Hidden Weights builds the synthesis layer for AI training by creating learned systems that generate the data, environments, rubrics, and rewards that models train on.