Services
Four services, each designed to turn business goals into automated execution. Pick one or combine them — either way, your lean team gets enterprise-level leverage.
Your CRM, CDP, and ad platforms should share one version of the truth. I build the pipelines that make that happen — clean data, zero duplicates, self-serve dashboards your team uses to make business decisions with confidence.
API → ETL → Warehouse → Dashboard → Business Decisions
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Your team does work generative AI could draft in seconds. I wire LLM content pipelines, RAG assistants, and generative personalization into your stack — so your people focus on strategy, not repetitive production.
LLM + Vector DB + Your Data
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Stop budget debates with "I think." Start them with "I know." GA4, server-side tracking, and multi-touch attribution that shows exactly which channels drive revenue.
UTM + sGTM + DataLayer
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Your support team answers the same 20 questions daily. A generative AI assistant handles those while your team focuses on the conversations that need a human touch.
LLM + WhatsApp API + CRM
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I don't push one vendor. I use whatever fits your stack, your team, and your budget. Open source first—especially for businesses still finding their feet. Paid tools only when they earn it.
I don't just build the data layer—I manage the infrastructure underneath it. One team, one point of contact, no finger-pointing.
That's the most common reason people book a Strategy & Systems Call. We'll map where your business is going and which system unlocks it — and whether fractional support is the right fit.