Insights
Research, updates and collaboration
What we are working on, what we are learning, and where we are open to building with others.
Our first articles are being written
We publish research notes and delivery lessons rather than filler. The first pieces are in progress — if there is a topic you want our take on, ask us directly.
Ask us somethingResearch
What we are digging into
Recursive delivery loops
Pipelines that plan, build and evaluate increments with human gates at decision points only.
Retrieval quality
Evaluation harnesses that treat retrieval accuracy as the main driver of answer quality.
Small specialised models
Task-tuned compact models that reach useful accuracy at a fraction of inference cost.
Collaboration
Where we are open to partner
University research labs
Co-supervised applied research with shared publication rights.
Industry pilot programs
Co-funded prototypes that can graduate into production work.
Open-source tooling
Shared evaluation and automation tooling maintained in public.