Capabilities

Patterns that recur across live products, prototypes and client platforms — not a generic agency stack list.

Digital services and knowledge platforms

Turn official or operational source material into guided, searchable services.

Move research and records into CRM objects with a human review step. Capture tooling is in development.

Use a model as interviewer, researcher or critic behind human checkpoints — not as an unsupervised author.

Catalogue, filter and publish specialised product data, including multilingual catalogues.

Typed content, tests where they exist, and explicit limits: mock AI, local progress, confidential clients.