B12Y works on systems involving complex data, specialised tools, and operational constraints.
We design systems that use models, tools, and workflows to carry out bounded tasks. This includes architecture, integration, evaluation, and production implementation. It also covers agentic commerce and smart-contract integration, where agents interact with paid services or transaction rails under explicit authority, approval, and reconciliation controls.
We build reproducible scientific data pipelines, with particular experience in genomics and epigenomics. The focus is dependable processing, clear provenance, and workflows that researchers can operate and extend.
We design systems that connect literature, datasets, specialist tools, and analysis workflows while preserving provenance and human review.
We build software for on-chain data analysis, monitoring, research, and automated trading workflows. Our focus is reliable engineering and decision support, not promising financial returns.
We design systems that collect and analyse lawful public-source information, connect relevant entities, and preserve evidence trails for human investigators and analysts.
Shared requirements
Defined boundaries, measurable behaviour, and controlled operation.
Across these domains, we focus on defined boundaries, measurable behaviour, and clear operational responsibility.
