Oahe Data | Offerings Deck

02 / 07

Our Offerings

Oahe Data is a majority Native-owned organization focused on equipping Native Americans with data tools to expand sovereignty, improve health outcomes, and enable actionable business intelligence.

Prebuilt Reporting Platforms

Power BI platforms built on 70+ data sources with 3,000+ metrics. Accompanied by a ChatGPT interface for interactive knowledge exploration.

AI-Ready Data Intelligence

Semantically structured, machine-legible data assets enabling AI agents and analysts to query complex federal statistical data without hallucinating.

LLM Trained on FP-STAN

A QWEN 3.5 9B model trained on our proprietary data -- capable of generating tables, dashboards, visualizations, presentations, and position papers.

Sovereign Datacenter Package

Hosted entirely on a local PC or Mac. Oahe's Data Intelligence runs in place, guaranteeing that your data and work never leave your location.

03 / 07

Data Catalogue

AI-Ready Data Access

The catalogue provides access to AI-ready data specifically transformed for direct use in AI-driven analysis pipelines.

Machine-readable data bundles
Hallucination-resistant architecture
Integrity-verifiable with SHA-256
Confidence intervals & reliability flags
Drop-in ready for AI interfaces

04 / 07

What Makes This Bundle Technically Distinctive

Anti-Hallucination Architecture

Explicit rules: missing rows are unknown, not zero. No fabricating joins. Coverage must be named precisely -- never assumed.

Metadata-First Design

AI reads schema, join recipes, and metadata before touching observations -- correctly interpreting any indicator without guessing.

Reliability Sidecar

Separate parquet file with confidence intervals, statistical significance, and reliability flags -- calibrating findings from large states vs. small tribal homelands.

Spatial Attribution Methodology

Uses Avg_Pct_ZCTA_On_AIANNH to signal when a health indicator is a strong measurement vs. a modeled estimate for tribal homelands.

Integrity Verification

SHA-256 hashes embedded in the manifest for every file, enabling downstream consumers to verify data integrity before any computation.

05 / 07

AI-Driven Analytics

Accurate, Presentation-Ready Analyses

Our datasets, designed for AI engines, produce accurate and polished analyses ready for decision-makers.

Standalone visualizations
Interactive dashboards
Full-length written analyses
Presentation-ready outputs

06 / 07

Sample Analyses

Life in America

County Poverty Map

Choropleth visualization of poverty rates across all US counties, highlighting disparities in Indian Country.

Poverty vs. Diabetes Correlation

Cross-indicator analysis correlating county-level poverty rates with diabetes prevalence -- critical for IHS and tribal health planning.

3D County COVID Cases Map

Three-dimensional geospatial map of COVID-19 case distribution by county, enabling spatial pattern recognition.

Top 100 High-Poverty Counties

Ranked list with data detail -- identifies the highest-burden counties for targeted resource allocation.

07 / 07

Sample Analyses

Native Nations Health & Climate

Tract-Level Median Household Income

Census-tract granularity income mapping for AIAN homelands -- enabling precise economic analysis beyond county averages.

Life Expectancy vs. Education

Correlation analysis between educational attainment and life expectancy in tribal communities -- supports health equity arguments and grant applications.

Neighborhood Health Benchmark

Side-by-side benchmark of tribal homeland health indicators versus national and state averages -- the core comparison tool for policy and funding narratives.

Ready to build the foundation?

[email protected]

What's inside

Seven slides. Everything you need.

Cover & Contact

Guthrie Ducheneaux and Jeff Lumpkin -- direct contacts to get started.

Our Offerings

Four core products: Prebuilt Reporting, AI-Ready Data Intelligence, LLM on FP-STAN, and Sovereign Datacenter.

Data Catalogue

AI-ready data bundles with machine-readable structure, SHA-256 integrity verification, and reliability flags.

Technical Architecture

Anti-hallucination design, metadata-first schema, spatial attribution for tribal homelands, and integrity verification.

AI-Driven Analytics

From raw data to standalone visualizations, interactive dashboards, and presentation-ready written analyses.

Sample Analyses -- Life in America

County poverty maps, diabetes correlation, 3D COVID maps, top 100 high-poverty counties.

Sample Analyses -- Native Nations Health

Tract-level income, life expectancy vs. education, neighborhood health benchmarks for tribal communities.