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Intelligence Layer Live
Data Quality94%
Pipeline Health100%
Cost Efficiency78%
AI Readiness65%
Enterprise Data Intelligence

One Big Table Consulting.

Where clean data becomes enterprise intelligence. We architect the data foundations that make AI possible — from semantic models to cloud optimization to intelligence-ready governance, built to scale with your ambition.

$250M+Revenue Impact
15+Years of Expertise
Fortune 500Transformations
7+Industry Leaders

Intelligence Isn't Magic.
It's Architecture.

AI doesn't fail because of models — it fails because of foundations. We design the semantic models, governance frameworks, and cloud architectures that turn fragmented data into intelligence you can trust.

The Challenge
🗃️
Raw Data State
  • Fragmented
  • Ungoverned
  • Siloed
🐍
OBT Architecture Layer
01 Data Integrity & Governance
02 Semantic Modeling & Architecture
03 AI-Ready Infrastructure
15+ Yrs Fortune 500
The Outcome
🏆
Enterprise Intelligence
  • Trusted
  • Scalable
  • AI-Ready
01 Architecture First
🏗️Structure
📐Design
📊Dashboards
02 Governance Always
📋Framework
🔗Lineage Tracking
🔐Access Controls
Data Integrity
03 AI Enablement
🧱Foundation
Intelligence Layer
🤖AI Capability

What We Build

From foundational architecture to executive intelligence — the complete systems that make AI and analytics possible.

01
🏗️

Data Architecture & Modeling

Star Schema, Data Vault, OBTs, semantic layers engineered at enterprise scale.

SnowflakeDatabricksdbt
02
☁️

Cloud Modernization & FinOps

Optimize cloud spend, performance, and migration without disrupting operations.

BigQueryAzureFinOps
03
🔒

Governance & Data Integrity

Single source of truth, access control, lineage — enterprise-grade trust frameworks.

LineageDQ Monitoring
04
🤖

AI & Advanced Analytics

Predictive modeling, NLP, customer intelligence, and AI-ready pipelines on solid foundations.

ML PipelinesNLPLTV/CAC
05
📊

Executive Intelligence Dashboards

High-fidelity BI in Tableau, Power BI, and Looker — complexity distilled into clarity.

Power BITableauLooker
06
📈

Revenue & Growth Analytics

LTV/CAC, pricing, forecasting, and omnichannel performance intelligence for growth teams.

ForecastingPricingGrowth
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$387MRevenue Portfolio Managed
1.5M+Customer Records Unified
100%Reporting Integrity
25%Revenue Opportunity Captured

Why One Big Table Consulting

We build foundations instead of chasing trends

  • Architecture-first — every engagement, every time
  • Foundation design before feature delivery
  • Systems built to outlast the trends that inspired them

Enterprise-Grade Experience

  • $250M+ in revenue impact delivered
  • Fortune 500 transformations & M&A continuity
  • Global cloud modernization at enterprise scale

Intelligence-First Mindset

  • AI fails at the data layer, not the model layer
  • Intelligence enablement is the north star — not an afterthought
  • Every system designed to make AI possible

Integrity by Design 🐍

  • We hiss at dirty data
  • Governance & data quality are non-negotiable
  • Enterprise intelligence demands a foundation you can trust

Trusted by Teams at

Latest from
the OBT Team

Perspectives on data architecture, healthcare AI, and building the foundations that make enterprise intelligence possible.

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Integrity In.
Intelligence Out.

We hiss at dirty data. We protect the table. We build the layer that makes AI possible.

Learn About Our Approach