Enterprise spreadsheet and CRM data, organized for a specific project
Spreadsheets and CRM exports carry most of a company's day-to-day activity, from sales pipelines to inventory counts to customer records. Building enterprise spreadsheet and CRM data means collecting and organizing that kind of record around what your model needs to learn, rather than working from a one-size-fits-all sample.
What is enterprise spreadsheet and CRM data?
Enterprise spreadsheet and CRM data is spreadsheet exports and CRM records collected and organized to a brief, so a model can learn the fields and relationships a business actually tracks.
Two companies rarely track a sale, a lead or a stock count the same way. Column names shift, some fields go stale, others get filled in inconsistently across teams. Scoping the set to your own workflow keeps it close to what your model will actually see once it's in production, instead of a tidy version that hides the messiness.
Like the other corporate and enterprise categories, this one runs through our Data collection service.
Enterprise data rarely arrives in one clean format. Free-text fields, inconsistent columns and legacy exports are the norm, and a model or pipeline tested only on tidy sample data tends to break on the first real export it sees.
This category at a glance
- Data type
- Corporate and enterprise
- Domain
- General business, scoped to your brief
- Service
- Data collection
- Review
- A review pass before anything is delivered.
- Your data
- NDA first, used only for the agreed scope, returned or deleted when you ask.
- How to request it
- Send a brief describing the records or CRM fields your project needs.
What this typically includes
The exact mix depends on your brief, so this is a general picture rather than a fixed list.
A set like this usually means spreadsheet rows or CRM records gathered and organized around a defined set of fields, so the structure is consistent enough for a model to learn from across records. That can mean working from spreadsheets or a CRM export you share with us under an NDA, or assembling records to match a schema you describe. Messy columns, duplicate entries and missing fields get handled as part of the brief. We say plainly when a request needs more detail before it can be scoped, rather than guessing at a format or a number.
From your brief to organized records
One named contact owns the project from scoping to the last file.
Brief
You tell us the fields or CRM system your project works with and roughly how much you need.
NDA and scope
We sign an NDA before any data moves, then agree the scope with you.
Free sample
We produce a small sample free, so you can check it before you commit.
Collection
Contributors from our network gather and organize the records in our own tools, to the brief you set.
Review
A review pass runs before anything is delivered.
Delivery
The data comes to you, or moves on to another service with us.
Where spreadsheet and CRM data fits
This category runs through our Data collection service. You can also browse every category on the datasets hub.
Questions about spreadsheet and CRM data
The datasets FAQ covers questions that apply across every category.
Is this a dataset you can hand over right away?
No. Spreadsheet and CRM data is collected and organized against your brief, not pulled from a shelf.
Can this be built from spreadsheets or a CRM we already use?
Yes, under an NDA. We can also assemble a fresh set if you'd rather keep your live records out of the project.
Does this cover a specific CRM system?
Tell us which system or export format your project works with and we'll scope the category around it.
Can records in this set be labeled as well as collected?
Collecting and organizing the records runs through data collection. Labeling fields or records on top of that runs through our data annotation and labeling service, and we can scope both together.
Can this run alongside other data categories in a larger engagement?
Yes. A single brief and one named contact can cover this alongside other data types or domains, drawing on our 30,000+ person network and 150+ projects delivered so far.
Request this category
Pick the data type, add the languages and a rough volume, and send it. We'll produce a small sample free before you commit.
- Your named contact replies within one business day.
- We sign an NDA before any data changes hands.
- We produce your free sample, then agree the full scope.
This opens your email app with the brief filled in. Nothing is sent until you press send. You can also use the contact page.