Our approach
The work behinda useful dataset.
A successful collection is only the beginning. The data must fit the question, preserve context and meet an agreed standard.
FROM A DATA GAP TO A WORKING DATASET
Bring the question.We’ll connect the dots.
Define the outcome
Tell us what decision or product the data should support. We agree what useful looks like.
Find the right sources
We assess collection, existing datasets and direct partnerships, including access and usage rights.
Validate a sample
Review the structure, quality and limitations before committing to a larger delivery.
Deliver. Keep it useful.
Receive data in the agreed format, with refreshes and quality checks where you need them.
CONTEXT THAT COMES WITH THE DATA
Understand every field. Trust every decision.
A useful delivery makes the source, meaning and limits of its records clear.
01Where it came from
A source reference and collection date let you trace a price, company attribute or workflow back to its origin.
02What it means
Currency, tax treatment, units, availability and matching rules are defined so you compare like with like.
03What is missing
Unknown values, uncertain matches and conflicting sources stay visible. They are not silently filled in.
04How you can use it
The delivery format, refresh schedule and permitted uses are agreed around your business or AI application.
WHAT HABITABLE DELIVERS
Less explaining. More actual data.
See the fields, records and business question behind this example.
01Example output
Product prices & availability
CSV / JSON The business question“Where is the same product cheaper, and who can actually deliver it?”
What we collect
Product and variant, retailer, market, listed price, stock status, delivery estimate and source page.
What it helps you do
Compare matched products, spot stock gaps and feed pricing or assortment decisions. Keep each currency and market separate.
Scroll horizontally to see all fields
The same model, capacity and colour are matched across retailers. A lower price does not hide an unavailable product.
Example records showing the structure of a delivery. Sources, markets and scope are agreed for each project.
LET’S CONNECT THE DOTS
Your next dataset starts here.
A question, a missing field, a new capability.Tell us what you want to build.