Platforms
The stack beneath everything we ship.
OmniModel Forge
A training and fine-tuning pipeline for multi-modal models — image, text, and structured data in the same model. Used to build domain-specific intelligence that understands the exact documents, images, and records a customer's work produces.
Core Capabilities
- Multimodal training (image + text + structured)
- Custom fine-tuning on customer data
- Domain adaptation with measured eval
Construct OS
An orchestration substrate for autonomous agents. Coordinates long-running development work, complex workflow execution, and self-correcting pipelines. Built for jobs that take hours or days, not seconds.
Core Capabilities
- Autonomous development agents
- Complex workflow orchestration
- Self-healing execution
Neural Augmentation Layer
A memory and context layer for agentic systems. Adds associative recall, tiered memory consolidation, and tool-use protocols to standard inference loops. The research substrate beneath everything else we build.
Core Capabilities
- Associative memory banks
- Context protocol integration
- Agentic tool bridging
Surfside Data Fabric
A pipeline for converting enterprise data — documents, records, semi-structured exports — into queryable knowledge graphs. Provides the structured context agents need to reason about a specific business domain.
Core Capabilities
- Automated data pipelines
- Knowledge graph synthesis
- Semantic search