Boda

Space Optimization Agent

Lifts revenue in any space with agentic optimization.

What we do

The Space Optimization Agent predicts the best placement

What stores get today

“Traffic at the front table fell 8% this week.”

What our agent says

“Move the navy field jacket from the back wall to the front table.”

+$1,200 a month

How it works

Tests every scenario and suggests the optimal one

All the trial and error happens virtually, in a behavioral model of the shoppers.

1WatchCameras and sales data

2Test every scenarioEach scenario scored by the shopper model

3SuggestThe layout that lifts revenue

Technology 1. Behavioral model

We model the behavior of shoppers

A model of behavior can predict the sales of a layout the store has never tried.

1RoutesHow people walk:
distance, turns, what pulls them

2ExposureWhat they see:
distance, angle, height

See Stop Touch Try on Buy

3ConversionHow seeing becomes buying

Technology 2. Measurement

After each move, the agent measures the changes

The retailer sees the real effect of every move in detail.

The move

Jacket, back wall → front table

+$1,200 / month

CHANGES PER VISITOR Pass by the jacket Stop to look Try it on Buy it without the move with the move

Technology 3. Adaptation

The agent adapts with every move

Over time, the agent becomes more specialized to your store.

PREDICT MOVE MEASURE ADAPT

1The loop

moves made revenue lift per move

2Over time

Where we are

Built and running. Next: a real store

Camera pipeline

Built

Follows shoppers and draws the map, from a real store's footage

Agent workflow

Built

Picks the move, prices it, and records the prediction

Our camera

In hand

Board and sensor module in hand, bring-up next

Contact

[email protected]
Minuk Lee·Youchan Park·Benjamin Sim