Logic pursuits
Logic pursuits
dbt Labs
Turn data transformation into a decisive business advantage.
Modern analytics demands more than powerful platforms. It demands engineering practices built to scale.
Legacy ETL tools and custom SQL were never designed for the pace, transparency, or reliability that today’s data teams require. Limited testing, poor documentation, and a lack of lineage turn even small changes into high-risk projects, slowing down delivery and reducing confidence in the data behind every business decision. dbt can solve these challenges, but only when its implementation is done right.
As a certified dbt Labs Consulting Partner, we help you make the transition with confidence. Our proven delivery approach accelerates adoption, embeds analytics engineering best practices from day one, and equips your teams to own and continuously evolve the platform. The result is a transformation layer that’s easier to maintain and extend, while being built to support the demands of modern analytics.
How we multiply
outcomes together
- Current stack and pipeline inventory
- dbt maturity scorecard
- Prioritized modernization roadmap
- Architecture blueprint and POC scoping
- SAP DS, SSIS, and Informatica inventory
- Dependency mapping and migration grouping
- Parallel-run validation and cutover
- Proven playbook, with 400+ jobs migrated
- dbt Cloud environment setup
- Governance framework and data standards
- Testing framework and CI/CD design
- Staging to mart modelling and build
- Query profiling and bottleneck audit
- FinOps dashboards and cost monitors
- Semantic layer and MetricFlow design
- Data contracts and observability hardening
- SQL analyst to analytics engineer training
- Governance standards and style guides
- Internal COE setup and operating model
- Ongoing retainer support
Powered by the LP dbt accelerator pack
We combine pre-built staging templates, naming conventions, CI/CD configurations, and project scaffolds to reduce setup time from weeks to days. Every engagement begins with a standardized project structure, testing framework, and documentation baseline, so your team can focus on delivering value instead of building from scratch.
Why
Logic Pursuits
Certified dbt Labs Partner
Logic Pursuits is a certified dbt Labs Consulting Partner with proven expertise across dbt Cloud, dbt Core, dbt Semantic Layer, MetricFlow, and dbt Mesh. We deliver across Snowflake, Databricks, BigQuery, and Redshift, helping organizations adopt modern analytics engineering practices with confidence.
Complex ETL Jobs Migrated
We have migrated more than 400 complex ETL jobs from SAP Data Services, SSIS, Informatica, and custom SQL to dbt across enterprise environments, including Salesforce, SAP, and Snowflake data warehouses. Our proven migration playbook ensures a structured transition with zero data loss.
Analytics Engineering Enablement
Every Logic Pursuits dbt engagement embeds knowledge transfer into delivery through pair programming, shadow-to-lead transitions, and living documentation. By go-live, your team is equipped to own, extend, and continuously evolve the dbt platform.
Certified for
excellence
