Architecture-first means designing the target data architecture - canonical models, governance, and data flow - before building pipelines or layering on AI. AstroSpider works this way because most projects fail not on the tools but on a missing foundation: get the structure right first and solutions ship correctly and last beyond the engagement.
AstroSpider is a specialized data engineering consultancy built on 18+ years of hands-on experience across healthcare, federal government, financial services, and enterprise platforms. I'm Bruce Jenks, and I started working with Databricks in 2015—before Delta Lake, before Unity Catalog, back when we were still figuring out Spark RDDs. That foundation shaped how AstroSpider approaches data problems today: architecture first, then build.
We started AstroSpider because we kept seeing the same pattern: companies investing in tools without a clear target architecture, then wondering why their pipelines break and their reports don't match. "Architecture First. Delivery Always." isn't just a tagline—it's how we've learned to actually ship solutions that last beyond the engagement.
That's why we can say Real AI Needs Real Architecture—not as a slogan, but as a description of how we've worked for years. The AI moment didn't change our principles; it just made them more urgent.
We go looking for the evidence we're wrong. Not the evidence we're right. If a review turns up something that contradicts what we recommended last month, you hear it from us first.
We say the uncomfortable thing early. A concern raised in week two is a design change. The same concern in month six is a rewrite.
No account managers, no handoffs, no politics. When you work with AstroSpider you work directly with our team. The person you talk to is the person building your pipelines, designing your models, and making sure the thing actually works in production.
We don't leave when it gets hard. Systems break and plans collapse. That part of the engagement is where we're most useful.
Based in Reno, NV — Available for remote engagements nationwide
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