Industrial exhibition and manufacturing environment connected via Spatial Decision AI

SPATIAL DECISION AI

Determining the
Next Best Action
for your operations

Reading spatial context and operational state to recommend verifiable decisions within goals and constraints.

VisitorFrom location & interest
to guided experience
Spatial Decision CoreState + Goal + Constraints
Next Best Action
IndustryFrom disruptions & bottlenecks
to optimal recovery decisions

DECISION, NOT ANOTHER DASHBOARD

From recorded data
to actionable decisions

Comparing viable options on top of existing infrastructure to narrow down the single best choice for human supervisors.

View Iruvy Core
Current State

Unifying reality into a single point in time

Connecting people, spaces, equipment, tasks, and time into one operational state.

Goals & Constraints

Filtering out assumptions to leave verified choices

Passing only actions that satisfy time, location, safety, quality, and operational rules.

Next Best Action

Presenting decision options for human sign-off

Allowing managers to inspect rationale, forecast impact, and safely approve or override.

One core technology.
Two distinct environments.

Sharing core decision algorithms while isolating customer data and models.

Visitor reviewing mobile exhibition guide
IRUVY GUIDE

From visitor interest
to next booth recommendation

Reading visitor preferences, location, and remaining time to recommend optimal booths and navigation.

Explore Guide
IRUVY FLOW

From production disruption
to optimal recovery decisions

Analyzing machine constraints, task sequences, and material bottlenecks to derive actionable recovery options for plant managers.

Explore Flow
Manufacturing managers inspecting production schedule

Sense World, Decide Act

Sensing real-world state and comparing feasible operational actions.

Logging human decisions and actual outcomes as verifiable evidence for future models.

Controllable decisions
before full automation

Prioritizing human-in-the-loop safety and verifiability over unproven hype.

View Evidence Framework
Legacy Systems
No overhaul required
Data Integration
Read-only focus
Final Control
Supervisor approval mandatory
Product Data
Guide and Flow strictly isolated
Surveillance
Excluded by design

Which operational decisions & productivity
are you looking to optimize?