Chris began constructing mathematical profiles and comparing them longitudinally against known events across individual lives. Not merely one event. Timelines.

Successes and failures. Career acceleration and disruption. Leadership transitions. Business events. Relationships. Periods of opportunity and adversity. Major decisions. Personal and professional turning points.

As the archive expanded, the question changed. It was no longer simply: Can a pattern be found?

It became: Does it recur? Does the same relationship appear elsewhere? What happens when several patterns converge? Does sequence matter? Are some variables more significant than others? What happens when the expected relationship isn’t present? Can an apparent anomaly reveal something missing from the model?

And, ultimately: If recurring structures can be identified retrospectively, can they provide useful foresight prospectively?

This became an iterative process:

Observe → Map → Compare → Test → Challenge → Refine → Repeat.

That process has continued for years.

The research does not propose that a person’s future is predetermined.

People make decisions.  Circumstances intervene. Markets change. Relationships alter trajectories. Opportunity can be taken or ignored.

Risk can be mitigated or amplified. The research asks something subtler:

Could understanding recurring patterns within an individual’s own architecture provide additional context for decisions made under uncertainty?

That changes the purpose of the IMB. It isn’t about being told what will happen.

It is about recognising patterns, context, timing and possibility before making decisions that carry consequence.

• Precision Over Prediction.
• Clarity Over Noise.
• Foresight Over Reaction.

As the private research developed, Chris wanted to subject the IMB to a different kind of challenge.

He entered doctoral research at Bournemouth University.

The proposed PhD was ambitious: to investigate whether the IMB could identify significant historical events at greater-than-random accuracy and explore whether the resulting insights could have practical value for entrepreneurs.

The research programme developed formal research questions, null and alternative hypotheses, a literature review and a proposed mixed-method methodology combining quantitative and qualitative investigation.

This was an important period in the development of Chris’s thinking. But it did not become the destination.

The underlying proposition of the IMB was unconventional. It attracted significant scepticism within the university environment. Ultimately, Chris chose not to continue with the PhD. He did, however, continue the research.

And this distinction is important. The Human Futurist does not present an unfinished doctorate as an academic endorsement of the IMB. Nor should the university’s involvement be interpreted as validation of the framework.

Instead, that period represents something valuable in the intellectual history of the work. It forced the research into a more formal structure.

Questions had to become hypotheses. Assumptions had to become testable propositions. Methodology had to be considered. Alternative explanations had to be confronted. And the limitations of the research had to be articulated. Chris subsequently returned to independent research and has continued developing, testing and refining the IMB privately.

That independence allows him to continue following the evidence, including where it challenges his own assumptions.

Relationships became patterns. Patterns became sequences. Sequences became an architecture. And that architecture became the Intelligent Mathematical Blueprint.

The IMB is where the research becomes usable: a structured framework designed to introduce another perspective into decisions involving leadership, opportunity, risk, transition and consequence.