Path Mosaic — Moving Beyond Aggregation
AI‑enabled analytical method that moves beyond aggregation — the process that reduces individuals to averages and segments — to generate individualized solutions for each customer and employee.
What is Path Mosaic?
Analytical method
(the analysis)
Path Mosaic is an AI-enabled analytical method that preserves individual uniqueness and complexity at scale — without relying on aggregation or simplification.
Where most analytics reduce individuals to averages, percentages, and segments, Path Mosaic maintains each person’s uniqueness, captures multi-step, multi-directional paths, and preserves outliers instead of discarding them.
Analysis has long involved a trade-off: depth on a few cases, or scale across many. Quantitative and statistical methods became the standard because they scaled — at the cost of individual uniqueness and complexity. AI can now remove that trade-off — and Path Mosaic is the method built to do exactly that.
Individualization
(the output)
Path Mosaic delivers evidence-based, individualized solutions that address each person's unique, complex challenges and needs.
It allows organizations to offer services and products designed not for a segment, role, or category, but for the specific individual — customer, employee, patient, or resident.
And it works at scale and on both sides simultaneously — for every person an organization serves, and for every employee who serves them.
Shift
(the evolution)
Path Mosaic reduces the friction holding people back — with the potential to open the job market to more people and enable fuller participation in society, especially for individuals with chronic conditions, disabilities, neurological differences, and unique and complex challenges. They can live independently, start or advance their careers, become financially stable, or thrive in family life.
How does it reduce that friction?
By addressing unmet challenges and needs holding people back — including those not yet recognized or articulated.
And by supplying what AI augmentation requires. Augmentation is AI that steps in where a person needs support, not where they excel. It cannot run on averages or segments, because each person’s friction is different and invisible in a group. Path Mosaic provides the individual-centered analysis that makes this possible.