Senior data expertise, when you need it
Fixed-scope projects and embedded retainers delivered by specialists who’ve done this before. No juniors, no learning curves, no overhead.
Snowflake Cost Optimization
Cut your Snowflake bill 30-50% in 4-6 weeks.
Your Snowflake costs are climbing and nobody can explain why. We audit your entire environment, identify the top cost drivers, and implement fixes in priority order. Most clients see savings within two weeks.
What you get
- Prioritized savings roadmap with estimated dollar impact
- Automated cost monitoring dashboards
- Warehouse configuration optimization
- Query performance audit and fixes
- Team training on cost-aware development
dbt Implementation & Re-architecture
Production-grade dbt with CI/CD, tests, and docs.
Your pipelines are fragile. Long Python scripts, no tests, no documentation. Every change risks breaking something downstream. We design and implement a production-grade dbt project with CI/CD, testing, and docs your team can maintain. AI-ready foundations included for ML and LLM pipelines.
What you get
- dbt project structure with modular layers
- Comprehensive testing suite (schema, data, custom)
- CI/CD pipeline with automated testing
- Documentation generated from code
- Team training and knowledge transfer
Data Migration
Move to Snowflake without the migration headaches.
You need to move off a legacy warehouse but the migration keeps getting pushed because nobody wants to own the risk. We plan and execute migrations using a phased approach with parallel running, automated validation, and rollback plans so you can move confidently.
What you get
- Migration plan with risk assessment
- Data validation framework
- Parallel running and cutover strategy
- Performance benchmarking
- Rollback procedures
Embedded Data Engineering
Ongoing support that scales with your team.
You have a senior data engineer role open but the right candidate is months away. Meanwhile, the backlog grows. We embed senior specialists directly into your workflows. They operate as part of your team, not as outside consultants waiting for requirements.
What you get
- Dedicated senior engineer(s) in your tools
- Weekly progress reports and priorities
- Knowledge transfer documentation
- Flexible scope, adjust monthly
- No long-term lock-in
AI & Automation
Build the data layer your models actually need.
You want to put AI into production but your data layer isn't ready for it. Models need clean, well-modeled, accessible data. We build that foundation and then implement production RAG pipelines, ML features, or automation workflows on top.
What you get
- AI-ready data architecture assessment
- Data quality and modeling improvements
- Production RAG or ML pipeline
- Monitoring and evaluation framework
- Team enablement on AI/ML best practices
How we work together
Let’s talk about what fits your budget and timeline.
Project-Based
Fixed scope, fixed timeline, clear deliverables. You know exactly what you're getting and when.
Monthly Retainer
Ongoing senior support embedded in your team. Flexible scope that adjusts to your priorities.
Fractional / Advisory
Strategic guidance without full-time cost. Architecture reviews, vendor evaluations, team coaching.