Enterprise Data Engineering
That Drives Business Value
From raw federal datasets to production-ready business intelligence — we architect, build, and deploy data pipelines that power real decisions. Trusted by teams who need data that works.
Our Data Engineering Capabilities
End-to-end data services — from raw ingestion to production-ready intelligence.
Enterprise Data Integration
Connect proprietary, third-party, and federal data sources into a unified data layer. We handle REST API ingestion, schema normalization, conflict resolution, and enterprise system integration across Snowflake, BigQuery, and PostgreSQL.
ETL/ELT Pipeline Engineering
Design and build production-grade data pipelines that move, transform, and enrich data at scale — batch processing or real-time streaming. End-to-end orchestration with error handling, monitoring, and auto-retry.
Business Intelligence & Analytics
Transform raw data into actionable dashboards, reports, and predictive models. We build BI layers on top of your data infrastructure and connect them to the tools your team already uses.
Data Architecture & Consulting
Architecture reviews, data modeling, schema design, and scalability planning. We audit existing systems, identify bottlenecks, and design for 10x growth — with full documentation and knowledge transfer.
Marketing Data Engineering
Build the data infrastructure behind performance marketing — audience segmentation, attribution pipelines, first-party data activation, platform integrations, and conversion analytics at scale.
AI/LLM Data Infrastructure
Prepare, structure, and serve your data for AI and LLM applications. We build RAG pipelines, vector databases, and structured data grounding layers that reduce hallucination and improve model output quality.
How We Work
Predictable delivery. No surprises. Full documentation at every step.
Discovery & Scoping
We audit your current data stack, understand your business goals, and deliver a detailed technical scope within 5 business days — including architecture diagram, timeline, and cost estimate.
Architecture & Build
Our engineers design the data architecture, build pipelines, and integrate systems in iterative sprints. Full documentation and code handover included at each milestone.
Deploy & Optimize
We deploy to production with monitoring, alerting, and observability configured. Post-launch optimization for cost and latency. Ongoing support retainers available.
Proven at Scale — What We've Built
Real systems, real data, real users.
Federal Data ETL Platform
Integrated 20+ federal data sources including US Census, BLS, IRS, SBA, FRED, and HUD into a unified PostgreSQL warehouse. Automated sync pipelines refresh 800K+ records on schedule. Powers AI-driven business plan generation for thousands of users across the US.
Talentwise™ Proprietary Dataset
Architected and scaled a proprietary business intelligence dataset from 1M+ records — with a roadmap to 1B+. Custom ETL, deduplication engine, enrichment pipeline, and normalization layer. Enables hyper-local market intelligence at ZIP-code and NAICS industry level.
AI Business Plan Engine
Designed the data layer for an AI business plan generator combining user inputs, federal datasets, and proprietary records to produce grounded financial projections. Eliminated AI hallucination through structured data grounding. Deployed and serving real users on iOS.
Federal & Proprietary Data We Work With
Verified, continuously refreshed, production-ready datasets.
| Data Source | Type | Coverage | Use Case |
|---|---|---|---|
| US Census Bureau ACS | Demographics | 33,181 ZIPs | Market sizing, audience profiling |
| BLS Occupational Wages | Labor | 215K+ occupations | Salary benchmarking, workforce planning |
| County Business Patterns | Industry | 50,500 records | Market entry, competitor density |
| HUD Fair Market Rents | Real Estate | 38,601 ZIPs | Location cost modeling |
| FRED Macro Indicators | Economic | 800+ series | Economic forecasting, risk modeling |
| IRS Statistics of Income | Financial | 160 industries | Revenue & profit benchmarking |
| SBA Loan Data | Financing | 4,431 records | Capital access intelligence |
| BLS Consumer Price Index | Inflation | 765 series | Cost escalation modeling |
| BDS Business Survival | Risk | 120 cohorts | Entry/exit rate analysis |
| Talentwise™ Proprietary | Proprietary | 1M+ records | Lead gen, market research, targeting |
Industries We Serve
Data problems are universal. Our solutions are industry-specific.
Financial Services
Healthcare & Life Sciences
Real Estate & PropTech
E-commerce & Retail
Marketing Technology
Government & Public Sector
Logistics & Supply Chain
SaaS & Technology Platforms
Consulting Firms
Private Equity & VC
Submit Your RFP or Start a Conversation
We respond to all inquiries within 1 business day.
Frequently Asked Questions
Let's Build Something Meaningful Together
From RFP to production in weeks, not months. No bloat, no surprises — just clean data engineering.
Submit Your RFP