Real-world data.
Human expertise.
Better AI.
Enterprise data and human expertise for frontier AI. We connect real-world sources with the teams building better models.
Built for teams working across borders.
There’s a story
behind every record.
- Origin
- Where it came from
- Coverage
- What it represents
- Context
- How to interpret it
Find the information.Understand the source.See the possibilities.
What are you
trying to understand?
Start with a question. We’re developing four areas of data and research to help you investigate it.
Business & company data
Who operates in this market?
02Market & economic intelligence
What is changing in the economy?
03Location & place intelligence
Where could the next opportunity be?
04Custom research & sourcing
What hasn’t been answered yet?
Data categories in development. Sources, coverage, permissions and delivery are established for each project.
Good information
has many sources.
A researcher’s method. A trader’s market knowledge. An organisation’s carefully maintained records. Useful context can start with any of them.
Find your way to contributeA traceable origin.Understand how information was collected and what uses are permitted.
An honest view of coverage.Know the geography, dates and gaps before making comparisons.
Definitions that travel with it.Keep the meaning alongside the records, from source to decision.
Better questions.
Clearer thinking.
From dirty data to dependable datasets in Nigeria
A practical data-cleaning pipeline for inconsistent addresses, duplicate records, missing values and multilingual text—without losing the context that makes the data useful.
Read the articleThe context behind every number.
Why useful data begins with a clear definition of who, where and when.
Read the guideFive questions to ask a data partner.
A practical framework for assessing sources, coverage and fitness for purpose.
Read the guideBetter briefs. Better data.
Turn a business question into a focused, actionable data specification.
Read the guideWhat will your
next model need?
Tell us what you’re building. Let’s define the data that could move it forward.