Human + AI Collaboration

Cognitive Workflow Engineering

Building workflows where humans and AI collaborate effectively — without losing rigor, traceability, or context — across research, synthesis, decision-making, and delivery.

⚙️ What I Do

  • Map cognitive operations: frame, research, synthesise, decide, communicate
  • Identify bottlenecks and "cognitive friction" points in existing workflows
  • Design AI-assisted loops — prompt patterns, checkpoints, and verification steps
  • Create reusable playbooks for common tasks (research briefs, synthesis memos)
  • Automate movement of outputs into knowledge systems (capture → publish)
  • Establish quality gates: verification, citation tracking, assumptions logging

📦 Outputs

  • Workflow maps — current state vs. redesigned
  • AI prompting playbooks (task-specific prompt packs)
  • Quality gates: verification, citations, assumptions log templates
  • Reusable output templates: brief → insight → recommendation
  • Automation blueprints (e.g. Make.com integration patterns)

🎯 Where It Helps

  • Analysts producing faster, higher-quality recommendations without accuracy loss
  • Teams drowning in documents but lacking shared understanding
  • Transforming meetings into structured, actionable decision artefacts
  • Scaling high-quality thinking without scaling headcount

🔗 How This Connects to Enterprise Transformation

  • S/4HANA programmes: workflow design for fit-gap analysis, design authority governance, decision velocity in large-scale rollouts
  • AI & Automation: human-in-the-loop quality design — where AI assists and where human judgment is non-negotiable
  • Cloud Architecture: traceability patterns — making architectural reasoning explicit and auditable

Proof & Demonstrations

Coming Soon

AI-Assisted Research Workflow

An annotated diagram of a full research-to-recommendation workflow, from question framing through to published output.

Coming Soon

Prompt Pack

10 task-specific prompts with guidance on when and how to use them — covering briefing, synthesis, critique, and communication.

Coming Soon

End-to-End Demo

A single walkthrough: question → brief → memo → published note, showing the full cognitive workflow in action.