Calvek AI connects teams building intelligent systems with businesses, experts, and authorized data owners. We help source, license, and prepare specialized data—so valuable information becomes usable AI intelligence.
Whether your team needs hard-to-find AI data or your organization controls valuable information, start with the path that fits your goal.
Source specialized training, fine-tuning and evaluation data built around your use case, quality standards, and licensing needs.
Explore opportunities to sell or license data you are authorized to supply, including original business records and specialized domain content.
Calvek connects both. We bring sourcing access, commercial clarity, and practical preparation into one relationship.
The highest-value examples often live inside actual tools, decisions, conversations, and operational systems. They are scattered, inconsistent, and difficult to license. That’s where our work begins.
Identify potential sources for uncommon domains, nuanced scenarios, and real operational behavior.
Work toward documented provenance and licensing terms aligned to an agreed AI use case.
Structure records, define quality criteria, remove noise, and prepare deliverables for review.
Task histories, tool-use sequences, decision pathways, incident resolutions, and verifiable outcomes—subject to source permissions and feasibility.
View workflow dataDomain conversations, support journeys, multilingual text, and speech content with defined use rights.
TEXT / SPEECH / DIALOGUEForms, records, document workflows, and structured fields for extraction and reasoning tasks.
DOCUMENT / TABLE / WORKFLOWImages, video, and linked multimodal examples for perception and grounded evaluation.
IMAGE / VIDEO / AUDIOHard examples, labeled outcomes, expert review, and scenario coverage for evaluation design.
EDGE CASES / RUBRICS / QARather than sell a generic pile of files, we start with what makes an example valuable to you: domain, format, rights, quality thresholds, delivery schema, and acceptance criteria.
The target dataset is defined by a real model problem, not a list of files in storage.
Knowing a data owner matters. Confirming their authority and the permitted AI use matters more.
Quality requirements and acceptance criteria are set before meaningful acquisition spend.
Requirements can evolve from pilot datasets to ongoing replenishment as demand develops.
A clear commercial and operational path, with a validation gate at every important step.
Align on the use case, unit of value, desired format, and acceptance tests.
Identify appropriate data owners, channels, and collection approaches.
Review ownership, permissions, intended uses, and privacy considerations.
Organize, de-identify where required, sample, and check quality.
Provide agreed outputs, document limitations, and refine from feedback.
* Feasibility, rights clearance, security controls, and timelines are determined per engagement; no dataset is represented as available until verified.
Real workflows create learning signals across industries. We concentrate on the data pathways where context, decisions, and outcomes can improve AI.
Issue-to-resolution records, software tool interactions, incident histories, and release workflows.
Conversation-to-action journeys, escalation patterns, resolution outcomes, and support knowledge.
Document handling, reconciliation scenarios, multi-step approvals, and exception management.
Inventory decisions, service workflows, order exceptions, vendor interaction, and scheduling contexts.
Data innovation needs both sides: organizations with meaningful access and AI teams with clear requirements. Calvek brings the two together through defined commercial and quality expectations.
Tell us what you need—domain, format, quality thresholds, permitted use, volume and target delivery window.
Discuss a data requirementIntroduce the data you can legally license or collect. We’ll evaluate relevance, rights and potential buyer fit.
Become a data partnerThe essentials of working with a sourcing-first data partner.
Both routes can be explored. We can assess existing licensed sources or commission buyer-defined collection and preparation. We confirm specific inventory, licensing rights, availability and acceptance terms before committing to a delivery.
Yes. We start with a discovery brief to test source feasibility, sample characteristics, clearance requirements, and likely economics before making commitments.
Each engagement calls for appropriate source authority, contract terms, permitted-use definition, privacy assessment, and agreed controls. Specific legal or regulatory determinations should be reviewed by qualified counsel.
Yes. A scoped pilot is a practical way to validate usability, acceptance criteria, licensing terms, and cost before expanding.
We can scope preparation, labeling, quality review, and evaluation-oriented dataset design through an engagement-specific delivery model. The exact services and staffing are confirmed during discovery.
Start with a high-level conversation. We’ll help explore the right next step for buyers and authorized suppliers.