Research and engineering are one discipline at DaiL — applied work in retrieval, citation-grounded generation, sovereign EU-hosted deployment, and autonomous agent orchestration, shipped into production.
AI Lab
Applied research in retrieval, citation-grounded generation, and sovereign EU-hosted model deployment — the model may only assert what it can source. Home of our essays and engineering write-ups.
Agent Lab
Autonomous agent orchestration, multi-agent delivery pipelines, and Project River Monster — the near-fully-automated agency.
Essays and engineering write-ups on our actual practice — real, authored pieces, not benchmark papers.
01
The Validated Citation
Why 'grounded' is not enough, and how we make citation existence a hard system guarantee instead of a model promise.
02
Sovereign by Architecture
Running production AI entirely inside the EU: model routing, data residency, and DSGVO compliance as design constraints, not disclaimers.
03
The Near-Automated Agency
What it takes to run a studio where agents do most of the coordination — and where humans stay in the loop that matters.