Government systems operate under audits, regulation and public scrutiny. When architecture decisions fail, the consequences are not technical - they are institutional, political and public.
I design AI and IT architectures for government organizations where decisions must remain defensible years later - to auditors, regulators and the public.
Start with a clear assessment of systems, data, risks and long-term institutional responsibility - before committing to decisions that cannot be easily reversed.