20 Years Building Data Intelligence.
Now Building the Agents That Run It.
We meet you where you are on your data journey — from modernizing your foundation, to building intelligence you can see, to deploying autonomous agents that act on it 24/7.
Foundations · Intelligence · Agents — we do all three.
The Full Data Journey
Most partners do one thing. We walk with you through all four.
Data Foundations
Before intelligence comes infrastructure. We modernize legacy pipelines, implement Microsoft Fabric’s medallion architecture, and build the Bronze/Silver/Gold data layers your business runs on.
Business Intelligence
Turn your clean data into decisions. Real-time dashboards, KPI frameworks, executive reporting, and operational intelligence — built on 20 years of knowing what business leaders actually need to see.
Agent Deployment
The new frontier. Autonomous agents that research, publish, build, sell, and report — powered by your data, running 24/7. We design, build, and deploy custom agent fleets that work while your team sleeps.
Data-Driven Web Applications
We build full-stack web platforms powered by real data. Vertical market intelligence sites, industry data products, AI-powered web applications — built with Next.js, Neon PostgreSQL, Vercel, and Claude AI. Fast to market, built to scale, designed to generate revenue.
MOGanja.com — Missouri cannabis market intelligence
LucidAgent.ai — Public data intelligence platform
dreamUp.one — Electronic music & AI video experience — original hardware-driven compositions with immersive AI-generated visuals
Every engagement starts with a conversation.
No pricing tiers. No cookie-cutter solutions.
The Agent-Powered Future Is Here
We don't just talk about AI agents. We run them. Right now.
Our agent fleet, live:
LucidAgentIO
Engagement · Community · Reputation
Content Agent
Publishing daily · Blog · X
Builder Agent
Ships code autonomously
Deployment Monitor
Self-healing deployments
QA Agent
Quality scoring
Task Agent
Queue management
Seed Agent
Idea capture
Dreamer Agent
Weekly idea briefs
Sales Agent
Pipeline automation · Lead qualification
Powered by lucidagent.ai
This is what we build for clients.
Not demos. Not prototypes.
Production agent fleets running real businesses.
Our content agent publishes across blog and X daily — building audience and authority autonomously
LucidAgentIO is an active presence on the agent internet — engaging communities and building reputation
Built and deployed in one night using our agent deployment methodology
Want this for your business?
Start the Conversation →20 Years of Enterprise Delivery
Every diagram tells a real story. Sanitized for confidentiality — but these are real systems, real integrations, real scale. This is the foundation that makes our agent work credible.
Intelligence Platform Build
LiveMOGanja
Missouri Cannabis
Full cannabis intelligence platform — 490 licensed entities, 81K+ products, dispensary SaaS, AI strain finder, market analytics.
Intelligence Platform Build
LiveLucidAgent
Public Data Intelligence
73 automated government data connectors, 91K+ records, 7 AI agents running continuously, NL query engine, compound signal detection.
Creative / Consumer Web
LivedreamUp.one
Experimental music platform for a hardware-driven, no-DAW artist
A fully custom music experience featuring a WebGL fractal shader hero, interactive audio player with 9 visualizer modes, SoundCloud integration, and immersive Focus Mode. Built on Next.js with a dark teal aesthetic.
Data Modernization
ConfidentialEnterprise Lakehouse Modernization
Active Engagement
Microsoft Fabric medallion architecture migration for a multi-system enterprise. Loop automation for Bronze ingestion, Materialized Lake Views for Silver transformation, pipeline-driven Gold with a lakehouse semantic model and Data Agents.
Data Modernization
ConfidentialRetail Data Platform
Retail Operations
The complete enterprise retail data platform — 200+ SSIS pipelines integrating loyalty points engine, customer master profile across Salesforce/ecommerce/POS/WMS, RFM segmentation, GL reconciliation pipeline, and email fact enrichment across billions of rows. 10+ years in production. The foundation for both the Loyalty & Customer Intelligence Suite and the Commerce & Catalog Suite.
11 interactive architecture diagrams from 20 years of enterprise integration work
Engagement Model
We scope before we price. Always.
Enterprise data pipelines and agent fleets are complex. A number without context is meaningless. We start with a conversation — understand your data landscape, your automation goals, and what success looks like for your business. Then we scope. Then we price.
Scoped to your stack
We work with what you have, not what we wish you had.
Priced for your outcome
Fixed-scope engagements with clear deliverables.
No surprises
You know exactly what you're getting before you sign anything.
Currently accepting 3 new client engagements.
How We Build
Three service lines. One methodology.
Every engagement follows the same battle-tested medallion pattern. What changes is the starting point and the deliverable.
Vertical data → subscription SaaS in 6–12 weeks
Example: MOGanja — 490 cannabis entities, 81K products, live in 3 weeks
See Platform Builds →From the Blog
View all posts →March 2026
Why Building a Vertical Intelligence Platform Beats Hiring a Data Engineer
A senior data engineer costs $150K/year and builds one thing. An intelligence platform build delivers a full SaaS product in 8 weeks and runs itself.
Read More →March 2026
Microsoft Fabric vs Databricks in 2026: An Engineer's Honest Take
I've built on both. Here's the actual decision framework — not the vendor marketing version.
Read More →February 2026
How We Built a Cannabis Intelligence Platform in 3 Weeks
MOGanja went from a spreadsheet of Missouri DCR licensing data to a live SaaS product in 21 days. Here's every architectural decision we made.
Read More →Built on Two Decades
of Real Engineering
LucidDataMind is a data intelligence engineering firm built on 20+ years of production data engineering at enterprise scale — pipelines, lakehouses, agent fleets, and the intelligence layers that run on top of them.
MOGanja and LucidAgent are live. Enterprise lakehouse modernizations are active. The work speaks for itself.
20+
Years Experience
Enterprise data engineering across retail, logistics, and multi-system enterprise platforms
DP-700
Certified
Microsoft Fabric Data Engineer Associate
Full Stack
Data to UI
Pipelines, lakehouses, AI analytics, and production web apps
St. Louis
Missouri
Based in the Midwest, building for clients nationwide
Microsoft Certifications
The Stack Behind 20 Years — Now Powering the Next 20
Enterprise Delivery Highlights
- Loyalty points engine — rewards accrual from raw POS across millions of customer interactions
- Customer Master Profile — identity resolution across Salesforce, ecommerce, POS, WMS
- End-to-end ecommerce pipeline — catalog, inventory, orders, allocations, receipts to warehouse dimensions
- GL reconciliation pipeline — POS/ecommerce/WMS financial events to general ledger
- RFM scoring model and behavioral segmentation feeding Salesforce Marketing Cloud
- Microsoft Fabric lakehouse modernization — Loop automation → Bronze, Materialized Lake Views → Silver, pipeline → Gold, lakehouse semantic model with Data Agents (active)
The New Chapter
Everything changes. The craft doesn't.
For 20 years we've built the data infrastructure that enterprise businesses run on — pipelines, warehouses, dashboards, integrations. The tools changed constantly. The discipline didn't: understand the business, build the right foundation, deliver intelligence that drives decisions.
AI agents are the next evolution of that same discipline. They don't replace the data foundation — they run on it. They don't replace business intelligence — they act on it. The same rigor that went into billion-row data pipelines now goes into agent architectures that ship code, publish content, and work leads while you sleep.
We're not pivoting. We're evolving. And we're bringing our clients with us.
Join us in the new chapter.
Start the Conversation →Let's talk about where you are on your data journey.
I need data foundations
Legacy systems, messy pipelines, no single source of truth
I need better intelligence
Data exists but I can’t see my business clearly
I’m ready for agents
I want autonomous systems working for my business 24/7
Currently accepting 3 new client engagements.