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CASE STUDY

Human-Centric Interface for Enterprise Data Interaction

Shifted interaction with enterprise data from abstract, screen-based workflows to embodied, spatial experiences aligned with human cognition.

Situation

Traditional enterprise interfaces rely on text-heavy, screen-based interaction models that do not align with how humans naturally process complex environments. This created friction in interpreting large datasets and reduced the ability to form intuitive mental models.

Solution

A human-centric interaction model was developed leveraging spatial computing principles. The system emphasized perception and exploration rather than query-driven interaction.

OUTCOMES

Enabled navigation
through movement proximity
31% fewer queries
routine data exploration
$900K/yr saved
support effort
26% faster decisions
high-context reviews

Challenges

Cognition

  • Text-heavy interfaces
  • Weak mental models
  • Abstract data interpretation

Workflow

  • Query-driven interaction
  • Friction in exploration
  • Low intuitive engagement

Solutions

01

Real-World Spatial Design

Designed environments that mimic real-world spatial experiences.

  • Shaped digital environments to resemble familiar physical spaces
  • Improved orientation and interpretability through spatial cues
02

Movement-Based Interaction

Enabled interaction through movement, orientation, and proximity.

  • Used position and movement as core interaction mechanisms
  • Enabled users to discover information through exploration
  • Made interaction more natural and less query-dependent
03

Familiar Physical Analogies

Represented data artifacts using familiar physical analogs (e.g., rooms, objects, surfaces)

  • Translated enterprise artifacts into recognizable spatial forms
  • Reduced cognitive effort by using familiar metaphors
  • Improved comprehension for technical and non-technical users
04

Multi-Sensory Immersion

Allowed multi-sensory engagement via immersive technologies.

  • Supported immersive technologies to deepen interaction
  • Extended data exploration beyond flat, screen-based workflows
05

Operational System Continuity

Preserved integration with existing systems for authoritative actions.

  • Kept authoritative workflows tied to existing enterprise systems
  • Preserved operational trust in source platforms
  • Enabled new interaction models without disrupting core systems