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Lingo
The Glossary Builder

Build a Trusted Business Glossary in Days, Not Months

Standardize the business concepts your organization already uses and turn them into a trusted, governed business language for people, analytics, and AI.

Discover Faster
Standardize Faster
Build Trusted Context
Steward Review: "Active Customer"
Lingo found this concept in 4 reports: 3 use a consistent formula, 1 does not.
Source
Formula Found
Status
Suggested Action
Sales Report
Purchased in last 12 months
Consistent formula
Create "Active Customer" term
Approve Approved
Marketing Dashboard
Purchased in last 12 months
Consistent formula
Create "Active Customer" term
Approve Approved
Customer Success Report
Purchased in last 12 months
Consistent formula
Create "Active Customer" term
Approve Approved
Finance Dashboard
Generated revenue this year
Different formula
Create ticket: align Finance Dashboard to "Purchased in last 12 months", then create "Active Customer" term
Create Ticket Ticket Created
The Reality

Your Business Language Already Exists. It Just Isn't Standardized.

Your critical business concepts are already being used across:

Reports
Semantic Models
Dashboards
ETL Logic
DW Datasets
Documents
1

Same Concept, Different Meanings

Different teams may define or calculate the same business concept differently.

2

Thousands Already in Use

New reports, metrics, and datasets continue to introduce business definitions before standards are established.

3

Hard to See the Differences

Finding what exists, what is consistent, and what conflicts requires significant manual analysis.

Before you can standardize your business language, you first have to discover and understand
the language already in use.

The Solution

Lingo Discovers the Language Your Business Already Uses

Instead of starting with a blank glossary, Lingo analyzes your existing enterprise context and helps you establish standards from what is already in use.

1
DISCOVER

Scan reports, dashboards, and their underlying source code, parsing formulas to find critical business concepts already in use.

2
COMPARE

See how each concept is defined and calculated across the organization.

3
STANDARDIZE

Identify inconsistencies and recommend a standard definition.

4
GOVERN

Let SMEs and stewards review, approve, and publish the standard.

Lingo does the analysis. Your experts decide the standard.

From Months of Manual Discovery to Rapid Standardization

Before Lingo
Hunt for definitions across reports, metrics, datasets, and documentation
Manually compare how different teams define and calculate concepts
Interview SMEs to understand what terms mean and where they are used
Build the glossary term-by-term through research and workshops
Months of discovery & standardization
With Lingo
Discover existing business language automatically across enterprise context
Identify consistency & conflicts across definitions and formulas
Bring evidence to SMEs so they review exceptions instead of starting from scratch
Recommend standards at scale for human review and approval
Days/weeks to a governed glossary
ROI Calculator

See How Much Time Lingo Can Save

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Your Environment
Business Term 2000
Key business terms, e.g. "Customer," "Revenue," "Churn," that need a shared, governed definition.
Manual Analysis per Term 3h
Average Cost per Hour $60
Without Lingo
0 hours
$0 effort
With Lingo (at 10 terms/hr)
0 hours
$0 effort
0
Hours Saved
$0
Savings
0%
Less Manual Effort
Illustrative estimate. Results vary based on environment and governance processes. Lingo may also create tickets for your IT team to fix underlying inconsistencies — that IT effort is not included in this calculation.