Snowflake + Caelus: High‑Performance Data Products
Accelerating governed, performant data products & AI workloads leveraging Snowflake features, marketplace & secure sharing.
Architecture & Execution Pillars
Integrated pillars enabling robust, consumable and governed data assets.
Data Product Design
Domain‑aligned modeling, contracts & SLAs for analytics & AI reuse.
Performance Optimization
Pruning, clustering, warehouse right‑sizing & workload governance.
ML & GenAI Enablement
Snowpark, UDFs & secure feature/embedding flows feeding downstream models.
Security & Governance
Row/column security, masking, lineage & policy layers enabling safe sharing.
Cost & Efficiency
Workload profiling, auto‑suspend/scale & consumption visibility dashboards.
Adoption & Enablement
Playbooks, governance patterns & co‑delivery upskilling teams rapidly.
Composable Snowflake Data Product Blueprint
Blueprint aligning ingestion, product contracts, security & AI enablement with consumption analytics.
- Streaming + batch ingestion & CDC integration
- Contract-first modeling & versioned semantic layers
- Secure sharing & marketplace enrichment
- Snowpark feature / embedding generation flows
- Performance telemetry & optimization loop
Reusable Assets & Tooling
Shrinking lead time and risk from concept to adoption through templates.
Data Product Starter
Template repo: modeling spec, contract test harness & SLA metrics.
Performance Toolkit
Query analysis, warehouse sizing & consumption optimization scripts.
Snowpark Feature Flows
Reusable feature pipelines, embedding generation & registry patterns.
Impact Benchmarks
Representative improvements from Snowflake modernization programs.
3
Faster Use Case Throughput
43
Governance Maturity Lift
25
Run-Rate Cost Reduction
500
Enterprise Clients
Initiate a Snowflake Data Product Sprint
Identify candidate domains, baseline performance & design a sequenced roadmap.