01
Data foundations & architecture
A platform that fits how your team works.
Warehouse-centred stacks and the pipelines that feed them, built new or modernized from what you already have.
- Target architecture and roadmap
- ELT pipelines from SaaS tools, databases, and custom sources
- Agent-assisted migrations, with old-vs-new validation before cutover
02
Trusted data models
Numbers nobody has to double-check.
Business logic written once in dbt, tested, documented, and easy for your team to extend.
- Layered, dimensional dbt models
- Tests, documentation, and lineage
- CI/CD across dev, test, and production
03
AI-accelerated delivery & audits
Know what to fix first, and fix it sooner.
Agents read your repo and draft tests, docs, and fixes. We verify every finding. The fixed-scope dbt audit is the easiest way in.
- Written audit report with a ready-to-assign backlog
- 2 to 3 example fix PRs and a readout with your team
- Agent-drafted, human-reviewed delivery on any project
04
Data quality & monitoring
Hear about broken data before your stakeholders do.
An agent loop watches your dbt runs and warehouse, triages failures, and drafts fixes. A human approves every change.
- Freshness, volume, and test-failure checks
- Likely-cause notes and draft fix PRs
- A weekly digest; read-only access by default
05
Analytics & AI for decision-makers
Answers leaders can act on, from one set of metrics.
Dashboards and reporting on governed metrics, plus a plain-English assistant that answers from those same approved numbers.
- BI dashboards and reporting
- Metrics defined once in a semantic layer or BI model
- AI Analyst / Semantic-Layer Assistant Pilot
06
Data security & governance
Sensitive data protected, analysts kept moving.
Access and compliance controls built into the platform instead of bolted on later.
- Row-level security, masking, and tokenization
- Security and compliance-minded data controls
dbt, Snowflake, Databricks, and the rest of the modern data stack, whatever you already run.
Credentials · dbt Certified Developer