data.all vs DataBP

data.all is an open-source platform for managing and discovering data assets in AWS accounts. Its central catalog inventories datasets, tables, folders, and dashboards, with filters for asset type, tags, region, and glossary terms. Datasets can contain structured tables or unstructured folders and use AWS S3, KMS, IAM, and Glue resources. Teams can share datasets between environments by granting selected roles read access through Lake Formation without moving data. The catalog imports tables from Redshift Serverless and provisioned clusters. Analytics options include Athena worksheets, SageMaker Studio access, Jupyter notebooks, and QuickSight dashboards. Administrators manage teams and users across environments. Authentication supports Cognito federation with a corporate identity provider or an external OIDC provider. Deployments may face the internet or remain inside a VPC. AWS setup requires at least two matching-region accounts and administrator credentials.

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.