Work: case notes

Case notes by Michael S.U. Hudson on commercial AI and frontier AI for energy and industrial companies. Each is dated and signed, with sourced outcomes.

  1. April 2022 to present. Ongoing monthly retainer.Case note · Commercial AI How an oil and gas services company grew its LinkedIn audience 21 times without paid mediaAn AI run content and analysis operation for a Libyan oil and gas services company. 21 times the LinkedIn audience, no paid media.
  2. June to August 2026Case note · Frontier AI DIOS: a decision intelligence system for C-suite managementA private decision intelligence system for C-suite management: searchable memory, tracked commitments, governed AI.
  3. March to April 2026Case note · Commercial AI AI generated video ads for Geepas, made from existing product photographyClient approved AI video ads for Geepas UK, made from existing product photography with no shoot.
  4. 2025 to presentCase note · Frontier AI Portraitor: the analysis prompt and content engine behind a private by design AI productThe analysis prompt and content engine behind a private by design AI product.