Use case · Cold Drink Equipment

Every cooler is a capital bet. Right now it is placed on judgement.

Visi-cooler capex is one of the largest controllable investments a bottler makes, and one of the least measured. The question is not “how many coolers do we buy”, it is “which outlets, and what does each one return”.

Step

01 of 03

Answers

what happened

Engine

Analytics Engine

Status

available today

Step 01 · Analytics Engine

Available today

What happened?

Volume per cooler by outlet class, region, and cooler age.

Which cooler cohorts have paid back. Which outlets hold a cooler and underperform their class. Where coolers sit idle or stocked with competitor product.

Volume per cooler by cooler age, one underperforming cohort circled Illustrative figures

UC / coolerunderperforming cohort

age (mo)

Terms on this page

Visi-cooler
A glass-door refrigerator a bottler places in an outlet to chill and display its product.
Capex
Capital expenditure: here, the money spent buying and placing coolers.
UC
Unit case: the beverage industry’s standard measure of volume.
Cohort
A group of coolers compared together, such as those placed in the same period.

How the Analytics Engine gets there

  1. 01Our proprietary agentic orchestration interprets the intent and translates it into structured SQL. Nothing else is asked of the model.
  2. 02Generated SQL is validated against the live schema before it runs, connected read-only to the databases, ERPs, and CRMs already in place.
  3. 03The database executes the query and returns rows, deterministically, from the company’s own records.
  4. 04Results render as charts, get pinned into living dashboards, or carry alert conditions that run against fresh data.

Available today. Live and deployable today, cloud or on-premise.

Explore the Analytics Engine

What changes

The relay today

Leader → analyst → database team → dashboard → review. Days later, a chart answering last week’s question.

With Theovya

The person with the question gets the answer directly, in seconds, from live data.

Same budget. Different outlets. The delta between a judgement-based allocation and an optimized one is the entire argument for the third engine.

Use case · Cold Drink Equipment

Every cooler is a capital bet. Right now it is placed on judgement.

Visi-cooler capex is one of the largest controllable investments a bottler makes, and one of the least measured. The question is not “how many coolers do we buy”, it is “which outlets, and what does each one return”.

Step

01 of 03

Answers

what happened

Engine

Analytics Engine

Status

available today

Step 01 · Analytics Engine

Available today

What happened?

Volume per cooler by outlet class, region, and cooler age.

Which cooler cohorts have paid back. Which outlets hold a cooler and underperform their class. Where coolers sit idle or stocked with competitor product.

Volume per cooler by cooler age, one underperforming cohort circled Illustrative figures

UC / coolerunderperforming cohort

age (mo)

Terms on this page

Visi-cooler
A glass-door refrigerator a bottler places in an outlet to chill and display its product.
Capex
Capital expenditure: here, the money spent buying and placing coolers.
UC
Unit case: the beverage industry’s standard measure of volume.
Cohort
A group of coolers compared together, such as those placed in the same period.

How the Analytics Engine gets there

  1. 01Our proprietary agentic orchestration interprets the intent and translates it into structured SQL. Nothing else is asked of the model.
  2. 02Generated SQL is validated against the live schema before it runs, connected read-only to the databases, ERPs, and CRMs already in place.
  3. 03The database executes the query and returns rows, deterministically, from the company’s own records.
  4. 04Results render as charts, get pinned into living dashboards, or carry alert conditions that run against fresh data.

Available today. Live and deployable today, cloud or on-premise.

Explore the Analytics Engine

What changes

The relay today

Leader → analyst → database team → dashboard → review. Days later, a chart answering last week’s question.

With Theovya

The person with the question gets the answer directly, in seconds, from live data.

Same budget. Different outlets. The delta between a judgement-based allocation and an optimized one is the entire argument for the third engine.