The data infrastructure
for frontier AI
Arcana sources data from people and businesses and prepares it for AI training and evaluation. We turn working records, practical expertise, and everyday experience into structured datasets that help research teams build more capable AI.
The data infrastructure
for frontier AI
Arcana sources data from people and businesses and prepares it for AI training and evaluation. We turn working records, practical expertise, and everyday experience into structured datasets that help research teams build more capable AI.
All your business stats, one smart app
Arcana sources data from people and businesses and prepares it for AI training and evaluation. We turn working records, practical expertise, and everyday experience into structured datasets that help research teams build more capable AI.
Real experience.
Research-ready data.
The value of data lies in its context: the decisions, steps, and outcomes behind the work. We bring that context together through careful sourcing, de-identification, and preparation.
Documents & records
Reports, spreadsheets, guides, and project files capture the knowledge people and businesses build over time.
Conversations & decisions
Messages and discussions reveal how people weigh options, solve problems, and move work forward.
Tasks & outcomes
Tickets, revisions, and completed projects connect the steps taken with the results they produced.
Real experience.
Research-ready data.
The value of data lies in its context: the decisions, steps, and outcomes behind the work. We bring that context together through careful sourcing, de-identification, and preparation.
Documents & records
Reports, spreadsheets, guides, and project files capture the knowledge people and businesses build over time.
Conversations & decisions
Messages and discussions reveal how people weigh options, solve problems, and move work forward.
Tasks & outcomes
Tickets, revisions, and completed projects connect the steps taken with the results they produced.
Process
You bring the experience. We prepare it for what’s next.
Explore the research value of data you’ve already created. We guide you through assessment, preparation, and licensing, with a clear scope agreed along the way.
Tell us what you have
(01)
We prepare the data
(02)
License and get paid
(03)
You approve what’s included and how it can be used before delivery.
Start with an overview of your data, where it comes from, and the work it captures. We assess its quality, depth, and relevance to research.
Tell us what you have
(01)
We prepare the data
(02)
License and get paid
(03)
You approve what’s included and how it can be used before delivery.
Start with an overview of your data, where it comes from, and the work it captures. We assess its quality, depth, and relevance to research.
Tell us what you have
(01)
We prepare the data
(02)
License and get paid
(03)
You approve what’s included and how it can be used before delivery.
Start with an overview of your data, where it comes from, and the work it captures. We assess its quality, depth, and relevance to research.
The data that teaches models how work actually gets done
The data that teaches models how work actually gets done
Every tool your company ran on, anonymized by Arcana into one consistent dataset.
Every tool your company ran on, anonymized by Arcana into one consistent dataset.
WHY ARCANA
BUILT FOR BOTH SIDES
Value for contributors. Context for researchers.
A considered approach to sourcing and preparation helps contributors understand the opportunity and gives research teams data suited to their needs.
Unlock existing value
Explore licensing opportunities for the records and expertise you’ve already created, with payment terms agreed before delivery.
Unlock existing value
Explore licensing opportunities for the records and expertise you’ve already created, with payment terms agreed before delivery.
Define what’s shared
Agree which material is included, what needs to be removed, and how the resulting dataset may be used.
Define what’s shared
Agree which material is included, what needs to be removed, and how the resulting dataset may be used.
Make experience useful
Preserve the connections between decisions, actions, and outcomes to give researchers meaningful examples of work in practice.
Make experience useful
Preserve the connections between decisions, actions, and outcomes to give researchers meaningful examples of work in practice.
Meet the Expert
Via Martinell
CHIEF EXECUTIVE OFFICER
Leads the overall vision and growth of the company — driving innovation in workflow management
Via Martinell
CHIEF EXECUTIVE OFFICER
Leads the overall vision and growth of the company — driving innovation in workflow management
A CLEAR BASIS FOR COLLABORATION
Years of work create a valuable record. We’re looking for established companies with substantial data collections that capture how teams communicate, make decisions, and get things done.
180GB+
Business data
Documents, emails, messages, and project records across the systems your business uses every day.
3+
Years of historyoperations
A sustained operating record showing how projects developed, decisions evolved, and work progressed over time.
30+
Employees
Established teams whose records capture collaboration, specialist knowledge, and workflows across different roles.
YOUR QUESTIONS, ANSWERED
Before you get started.
What to know about contributing data, how it’s prepared, and what happens next.
What kind of data is Arcana looking for?
We assess documents, conversations, project records, completed tasks, and other material that captures real experience. Useful collections show how people approach problems, make decisions, and reach outcomes. Relevance depends on the research need and the quality of the available records.
Who can contribute data?
We work with individuals and businesses that can authorize the proposed use of their data. The initial review establishes where the material comes from, what it contains, and which permissions or restrictions need to be addressed before proceeding.
How is sensitive information handled?
Preparation includes reviewing the agreed material for identifying details and sensitive content. Depending on the collection, information may be removed, replaced, or excluded. The handling approach forms part of the scope agreed before delivery.
What determines how much my data is worth?
Value depends on research demand, subject matter, quality, depth, and the context preserved across the collection. We assess those factors before presenting a licensing opportunity. Any offer sets out the scope and payment terms for you to review.
How do I get started?
Tell us what kind of data you have, how it was created, and roughly how much material is available. Start with a description. We’ll discuss its potential fit and agree on the next review steps before arranging any transfer.
What kind of data is Arcana looking for?
We assess documents, conversations, project records, completed tasks, and other material that captures real experience. Useful collections show how people approach problems, make decisions, and reach outcomes. Relevance depends on the research need and the quality of the available records.
Who can contribute data?
We work with individuals and businesses that can authorize the proposed use of their data. The initial review establishes where the material comes from, what it contains, and which permissions or restrictions need to be addressed before proceeding.
How is sensitive information handled?
Preparation includes reviewing the agreed material for identifying details and sensitive content. Depending on the collection, information may be removed, replaced, or excluded. The handling approach forms part of the scope agreed before delivery.
What determines how much my data is worth?
Value depends on research demand, subject matter, quality, depth, and the context preserved across the collection. We assess those factors before presenting a licensing opportunity. Any offer sets out the scope and payment terms for you to review.
How do I get started?
Tell us what kind of data you have, how it was created, and roughly how much material is available. Start with a description. We’ll discuss its potential fit and agree on the next review steps before arranging any transfer.
Your data could power what comes next.
The work you’ve already done may hold value for AI research. Tell us about your records and explore what a licensing opportunity could look like
Your data could power what comes next.
The work you’ve already done may hold value for AI research. Tell us about your records and explore what a licensing opportunity could look like
Your data could power what comes next.
The work you’ve already done may hold value for AI research. Tell us about your records and explore what a licensing opportunity could look like