Warning: A “Human-in-the-Loop” Is Not, by Itself, a Control
Human-AI Interaction (HAX) and Integration
AI integration is not a new problem. It is the oldest problem in the human factors discipline, wearing a new coat: a human being asked to supervise, trust and intervene in a system with more processing capacity in a fast-paced environment. In other words, the most valuable yet most vulnerable component of our system — us the human — is being asked to govern at times the most capable with the most capacity. Workload, situational awareness, skill fade, complacency, trust calibration, error probability, competence and training design. Every one of these has a proven, applied methodology behind it.
"What is missing from the AI conversation is not more AI expertise. It is the discipline that already knows how to put a human into a system safely and make that placement demonstrable to a regulator, board and/or court.”"
Neil Clark: Founder and CEO of Integrated Human Factors (IHF)
Introducing: Human-Orchestrated Intelligence (Human-OI)
Human-OI takes the human factors tools IHF and our clients already use every day and points them at AI-augmented work such as:
Hierarchical Task Analysis (HTA)
Human Error Assessment and Reduction Technique (HEART)
Functional Resonance Analysis Method (FRAM)
Organisational Maturity Assessment
Training and Competence Design for AI Oversight Roles
"The Human-OI output is not a policy document. It is a workforce and a workflow that can withstand scrutiny from a regulator, from a customer and from the next incident review."
Neil Clark: Founder and CEO of Integrated Human Factors (IHF)
The human factors discipline invented HITL design before the phrase existed. Human-OI is IHF bringing that discipline — and the evidence base behind it — into the AI conversation that every one of our clients is already having, accelerating their transition to Human-Orchestrated Intelligence.









