Selected public work · Evidence and limitations

Sararin.ai / Selected work

How I work

Evidence-led delivery, with human authority.

Problem

AI-assisted work can move faster than the evidence supporting it. Delivery needs a clear decision boundary and a result people can inspect.

Design principles

Capability-aware routing selects an appropriate execution path, with independent validation and bounded fallback controls. People retain authority over material decisions.

Evidence

Work is assessed against stated acceptance criteria. Selected results and their limitations are published in the case studies; internal execution records remain private.

Cost consciousness

Resource use is reviewed alongside task suitability and evidence quality. A model name or a low price alone does not establish quality.

Privacy

Sensitive context is separated from public publishing surfaces through explicit privacy and authorization boundaries.