Mozaic is an autonomous agent for non-technical domain experts with ironclad governance guardrails, producing inspectable, production-grade artifacts that withstand the scrutiny of most demanding data architects.
Business demands data now. Engineering demands stability, compliance, and cost control. The gap between these needs is where data teams burn out.
Instead of delaying your data use, give power to non-technical domain experts to build data pipelines that meet and exceed the engineering expectations.
Mozaic analyzes data based on user prompts and organizational context to generate execution plans, but a promotion to production requires human approval.
Non-technical Users without HIPAA clearance can work on sensitive data without any PHI/PII leakage, while giving teams a faster, safer path from request to execution.
Trust Loop delivers autonomy without a loss of control while building fast and cost effective paths to putting your data to work.
Mozaic builds organizational context into its planning process, including your specific architectural patterns, business logic definitions, and technology standards before planning any action.
Mozaic tests the data operations in an ephemeral, completely isolated sandbox using anonymized data. It verifies schema integrity, runs compliance checks, and ensures functional stability.
No surprises. Mozaic explains what will change, what it might impact, and the expected cost. Still don't get it? Ask Mozaic to explain it in a way that makes sense to you.
Product owners and analysts need rapid insights to compete, but speed cannot come at the cost of stability or compliance.
Mozaic handles the massive volume of foundational engineering with the precision of a principal engineer, freeing your team for high-leverage architecture.
Mozaic integrates seamlessly into sophisticated modern data stacks, expertly managing the lifecycle of complex data.
Generates multi-layer dbt projects (staging, intermediate, marts) complete with comprehensive data quality tests and documentation.
Autonomously map complex schemas from sources like Salesforce or Workday, instantly flagging sensitive data and generating resilient incremental load logic.
An autonomous agent that constantly profiles high-cost queries, proactively engineering partitioning and clustering strategies to slash infrastructure spend.
Automatically integrates validated pipelines into your existing Airflow, Prefect, or dbt Cloud schedules.
See how forward-thinking enterprises use Mozaic to increase engineering throughput by 40% while hardening their governance posture.
See a live dry-run on complex, regulated data scenarios.