Data contracts
XDM schemas, event/record design, and lineage so teams know what fields mean and how to use them.
Unify data, govern it, and activate responsibly. We implement AEP so profiles and audiences are trustworthy—and journeys actually improve.
XDM schemas, event/record design, and lineage so teams know what fields mean and how to use them.
Stitching strategies, confidence rules, and profile governance that balances reach with accuracy.
Readable audience definitions, qualification windows, and destination mappings with monitoring.
Validation in pipelines, sampling for QA, consent handling, and audit trails—so marketing moves fast without surprises.
Define models, interfaces, guardrails, and deployment topologies. Create decision records and reference implementations to de‑risk delivery.
Build accessible, performant, and secure solutions with CI/CD and observability baked in. Pair with your team for sustainable adoption.
Establish taxonomy, consent, and validation. Instrument experiments and dashboards that connect work to business outcomes.
Validate your AEP approach with our architects.