Data Licensing Alliance vs DataBP

Data Licensing Alliance is a marketplace for licensing STEM datasets for artificial intelligence and machine-learning work. Buyers search available data, while prediction technology suggests additional or alternative datasets. A buyer can license an entire dataset or a subset such as figures, paragraphs, or images, then set intended use, users, and duration in a clickwrap license. Data owners set prices, rights, permissions, and contractual limits. Delivery may use an API key, FTP transfer, or another owner-selected method. The marketplace offers machine-readable formats and standards; DLA’s consulting service lists JSON, FHIR, FSIR, and JATS conversions. Owners receive reporting on licensees, searches, views, licenses, and transactions. DLA states that owners retain raw-data ownership while buyers own derivative datasets or knowledge graphs. Sellers pay $100, capped at $1,000, plus transaction fees.

DataBP is a SaaS CRM and operating system for managing the market data licensing lifecycle. Its workflow spans customer relationships, sales and onboarding, licensing, distribution, billing, usage reporting, compliance, and audit. Configurable modules cover relationship management, approval workflows, pricing and billing, compliance, and a self-service customer portal. Sales tools can generate custom agreements, handle KYC, route rule-based approvals, use DocuSign signatures, and support automated e-commerce. Pricing supports one-time, fixed, and variable fees, volume discounts, rebates, caps, and retroactive adjustments. Compliance features include usage surveys, entitlement reconciliation, exception thresholds, case management, and audit tracking. The branded portal supports up to five languages for ordering and account management. DataBP describes the platform as API-first, with integrations including AWS, Microsoft Azure, Google Cloud, Salesforce, Snowflake, Databricks, Okta, DocuSign, and Stripe. Billing supports general-ledger integration and treatment aligned with IFRS 15, ASC 606, and GAAP. Pricing is available on request.