Businesses & data owners
Organizations with original, licensable business records, workflows, domain content, or process histories.
FOR DATA OWNERS & SUPPLIERS
Your data could power what’s next.
Want to sell or license data you have the rights to share? Calvek AI helps businesses, experts, and authorized suppliers explore commercial opportunities with teams developing and evaluating advanced AI.
Buyer-led opportunitiesRights-first evaluationNo raw data required to apply
A SMARTER PATH TO MARKET Commercial sourcing
Data & domain expertiseOriginal records · field collections · expert outputs
Assessment & rights review↓
Matching, licensing & preparationDemand fit · permitted use · quality requirements
Agreed delivery & acceptance↓
AI teams & developersTraining · evaluation · research use cases
Every engagement is subject to demand, verification, and contract terms.
LOOKING FOR
Original data owners
Expert networks
Authorized collectors
Specialized data businesses
01 / WHO WE PARTNER WITH
Different data. Shared potential.
Some of the most useful AI training signals come from specialized real-world operations. We explore opportunities with organizations that have legitimate access and the authority to license their material.
Experts & specialist networks
Professionals who can create or review complex examples, expert demonstrations, and verifiable outcomes.
Collection & language partners
Teams capable of gathering consented speech, visual, language, or field data using agreed protocols.
Dataset & platform providers
Rights holders with curated data assets, specialized catalogs, or repeatable compliant sourcing channels.
02 / WHAT WE EXPLORE
What kind of data do you have?
We evaluate a broad range of potential data types. These are examples of possible sourcing categories—not guaranteed purchase requests or confirmed inventory.
Business workflows
Task histories, software and IT processes, support journeys, and decision-to-outcome records.
Documents & text
Domain-specific documents, structured text, and specialized knowledge materials.
Speech & language
Consented recordings, transcripts, multilingual datasets, and linguistic expertise.
Images & video
Lawfully collected visual assets, annotated footage, and domain-specific imagery.
Expert reasoning
Domain demonstrations, expert review, rubrics, and validated answers or decisions.
Evaluation & niche data
Specialized benchmarks, edge cases, operational scenarios, or hard-to-find datasets.
Have another kind of data? Tell us about it ↗
03 / THE PARTNERSHIP PROCESS
A practical path from data to opportunity.
We start with a high-level conversation. No raw files, sensitive records, or confidential information are needed to assess an initial fit.
Tell us what you have
Share the data type, general subject area, approximate scale, and your relationship to the rights holder.
Check fit & permissions
We discuss buyer relevance, ownership, third-party terms, privacy requirements, and any limitations.
Scope a possible pilot
If there is a viable demand signal, we define allowed uses, sample approach, quality standards, and commercial economics.
Agree terms & deliver
Any paid data transfer happens under a mutually agreed arrangement with appropriate rights, handling, and acceptance terms.
04 / COMMERCIAL OPTIONS
Partnerships shaped around your data.
Different sources call for different commercial structures. We determine what is feasible based on buyer demand, legal permissions, and the quality of the available data.
Explore an opportunity01
One-time licensing
Potentially license a defined dataset for an agreed purpose and usage scope.
02
Recurring data supply
Explore repeat deliveries or replenishment where a buyer needs ongoing data.
03
Custom data collection
Scope new data generation, collection, or expert review against a specified requirement.
05 / PARTNER INQUIRY
Interested in selling your data? Let’s talk.
Introduce your organization and the kind of information you can legally supply. We'll use those details to understand whether a partnership discussion makes sense.
What makes a strong introduction?
- A clear summary of the data category and source
- Approximate scale, format, and coverage
- Whether you own or are authorized to license the data
- Any known confidentiality or usage restrictions
Please don't send raw data.
Do not include personal records, access credentials, customer lists, proprietary files, or confidential material in this first inquiry.
06 / FREQUENT QUESTIONS
Partnership, explained.
A few important questions before exploring a data licensing opportunity.
Can I sell any data that I possess?
No. You must have the appropriate ownership, consent, contractual authority, or other permissions for the proposed use. We evaluate relevant privacy, confidentiality, intellectual-property, and third-party restrictions before considering a transaction.
Do you guarantee a purchase or payout?
No. Each opportunity depends on a verified buyer need, data utility and quality, rights clearance, commercial feasibility, and a negotiated agreement. Submitting an inquiry does not create a contract or payment commitment.
Can I offer data without exclusivity?
Potentially. Nonexclusive or exclusive arrangements depend on buyer requirements, existing rights, price, and the agreement negotiated by the parties. We discuss those terms before proceeding.
Do I need to send a sample immediately?
No. We begin with a description only. If a suitable opportunity emerges, any sample or transfer should follow agreed permissions, security handling, and confidentiality arrangements.
Can an expert or data collector partner without an existing dataset?
Yes. We may explore project-based generation, collection, or validation if your expertise or delivery capabilities match a specific buyer requirement.
A CONVERSATION IS THE FIRST STEP
Become our partnerMake your data work harder.
Explore the commercial potential of data you can responsibly source and license.