Government & Public Bodies
Decision architecture, lineage, and public accountability across complex programs.
Standardise how decisions are recorded, audited, and inherited across departments and vendors.
Clients / Sectors
Human Engine operates beneath tools for institutions where clarity, governance, and continuity are non-negotiable.
Decision architecture, lineage, and public accountability across complex programs.
Standardise how decisions are recorded, audited, and inherited across departments and vendors.
Coherent work unit hierarchies and knowledge systems that survive turnover and matter across engagements.
Make authority, traceability, and stewardship explicit in every engagement and deliverable.
Human–AI governance, semantic standards, and interface discipline beneath tools and workflows.
Clarify roles between humans and AI; make decisions, data, and change audits first-class objects.
Provenance, reproducibility, and institutional memory across distributed researchers and systems.
Design archival and decision standards so knowledge remains interrogable and sharable over years.
Continuity and control while systems, teams, and governance models are shifting.
Stabilise language, roles, and decision pathways so the organisation remains legible during change.
We design the underlying architecture so your decisions remain legible, governable, and inheritable—across tools, teams, and time.
Protocols
Auditable releases; annotations and custody rituals recorded.
Stewards
Principals + custodians; no hand-offs without audits.