Ensue Network

Provides an outsourced AI research service that improves world models and domain-specific ML models by running continuous experiments and delivering verified improvements as production-ready pull requests. Serves engineering and research teams building models where the model is the product, including climate/ecology, geospatial, medical imaging, and industrial vision groups. Delivers work through a dedicated GPU loop that builds evaluation frameworks, searches architectures and training schedules, and operates on a pay-only-when-benchmark-improves basis.

Key features

• Evaluation framework co-building
• Continuous experiments on dedicated GPUs
• Architecture search across depth and width
• Training schedule and LR optimization
• Data curation and search
• Kernel, quantization and compilation search
• Production-ready pull request delivery
• Benchmark-verified results