Lightcast vs Pigment

Lightcast provides labor-market data, software, and delivery services for enterprise, education, and government teams. Its database combines more than 2.5 billion job postings and career profiles with government labor-market information. Products include Analyst, Career Coach, Developer, GoRecruit, Recruit, SmartReq, Talent Analyst, Talent Transform, and Widget Builder, among others. APIs let customers decide when, where, and how Lightcast data appears in a website or application. Data shares can be delivered through Amazon S3, Databricks, Google BigQuery, Google Cloud Storage, Microsoft Azure Blob Storage, SFTP, Snowflake, Snowflake Marketplace, and Databricks Marketplace. API taxonomies list more than 34,000 standardized skills, 75,000 standardized titles, and 1,800 specialized occupations. Rhetorik adds more than 800 million enriched professional profiles, 280 million company records, and 18,000 technology-product insights; its data refreshes every one to two days, with a fully assembled view published monthly. Lightcast lists consulting, software subscriptions, and custom data delivery. Analyst supports OIDC and SAML single sign-on. Pricing is on request, with web and API access.

Pigment is an AI platform for real-time business planning across Finance, Supply Chain, Sales, and HR. It supports budgeting, forecasting, forecast-versus-actuals, scenario modeling, variance analysis, workforce planning, and financial consolidation. The Modeler Agent creates and evolves governed models, while the Analyst Agent scans metrics for trends and anomalies and builds reports. Frames lets users describe a visualization, executive view, or collection form that reads from and writes to a live Pigment model. The service runs on the web and through an API. Listed integrations include NetSuite, Sage Intacct, SAP, and Salesforce; generic APIs and API or ETL options support custom connections. Access controls include SAML 2.0 SSO, SCIM, Google Login, MFA, domain allowlisting, role-based access, and fine-grained data rights. Pigment states that it holds SOC 2 Type 2 and ISO 27001 certifications, encrypts data, and does not use customer data to train foundation models. The 14-day free trial costs nothing and has limited features.