Aeolus Data Solutions
Boutique Data Engineering Consultancy
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About Aeolus Data Solutions
Aeolus Data Solutions is a boutique, founder-led data engineering consultancy and advisory practice built for startups and scale-ups across North America.
The Core Thesis"AI and analytics initiatives rarely fail on the model — they fail on the data pipeline underneath it."
Aeolus brings Big Tech engineering discipline (CI/CD for data, automated testing, infrastructure-as-code, and versioned pipelines) to high-growth teams that are scaling faster than their internal data infrastructure.
Key Differentiators
Senior-Only Delivery: You work directly with senior founders and practitioners (with 20+ combined years of engineering experience across companies like Meta, Spotify, Amazon, Databricks, and Microsoft). There are no junior benches, no account managers, and no handoffs mid-project.
Production-Grade Rigor: Replacing fragile, duct-taped scripts with resilient, tested batch & streaming platforms (dbt, Snowflake, Databricks, Airflow, Dagster, Terraform).
AI-Ready Focus: Engineering the semantic layers, data contracts, clean lineage, and ingestion pipelines required for reliable RAG and enterprise AI applications.
Core Service Offerings
Data & AI-Readiness Audit: A fixed-fee, low-risk diagnostic of existing pipelines, schemas, and warehouses that delivers a build-ready technical blueprint.
AI-Ready Foundations: Semantic layers, metadata catalogs, and validated ingestion workflows for reliable model context.
Production DataOps: Modern warehouse/lakehouse builds, automated schema testing, CI/CD, and pipeline reliability.
Fractional Data Leadership: Senior data architecture and strategic direction a few days a week without the overhead of a full-time executive hire.
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