Journey Insight by Alterian vs Teradata VantageCloud

Journey Insight by Alterian analyzes anonymized customer journey data drawn from millions of users and billions of browsing events across the open web. It maps activity before, during, and after a visit, including search, comparisons, referrals, and competitor activity. Reports cover web traffic, market categories, loyalty and crossover, market concentration, market focus and reach, journey analysis, and campaign research; availability depends on the plan. Insight Copilot provides conversational AI analysis, with daily usage limits that vary by plan. Its MCP connector links market and competitor intelligence to Claude, ChatGPT, and other compatible tools, subject to account limits. The connector is read-only: it cannot access raw panel-level data, create custom visualizations, or take actions inside Journey Insight. Users can download visualizations, supporting data, and AI answers as images or text. The web service has a free plan with no expiry or credit-card requirement and requires no setup, integrations, or IT support. Paid access starts at $249 per month; there is no time-limited free trial. Alterian is headquartered in Denver, Colorado.

Teradata VantageCloud, renamed Teradata Cloud in May 2026, is Teradata’s cloud deployment of its Autonomous Knowledge Platform for production AI, analytics, lakehouse, and agentic AI workloads. It is purpose-built for AWS, Microsoft Azure, and Google Cloud, with public cloud, multi-cloud, hybrid, and on-premises deployment options. Its managed system combines always-on compute with elastic capacity that scales within defined boundaries and releases resources when idle. Elastic compute can work directly with Apache Iceberg and Delta Lake tables in object storage.

The platform supports Python, R, SQL, and SAS, and lists integrations with Amazon SageMaker, AzureML, Google Vertex AI, Dataiku, and H2O.ai. External models can be imported using PMML, MOJO, ONNX, or MLeap. In hybrid deployments, data remains in its original environment unless configured to move. Teradata lists HIPAA, HITRUST, ISO/IEC 27001, ISO 27017, PCI DSS, SOC 1 Type II, SOC 2 Type II, and GDPR among its programs and commitments. A free trial offers an interactive sandbox and more than 250 guided demos without requiring a credit card; no trial duration is stated. The ClearScape Analytics Experience is free. Teradata Cloud pricing is on request; listed Lake packages use a $1.50 per unit base rate, with package-specific rates described separately.