End-to-End Data Solutions

Turn raw data into
radiant decisions

We architect, engineer, and illuminate your data — from pipeline to dashboard — so your team can move fast, see clearly, and act with confidence.

200+ Projects Delivered
113 Verified Client Reviews
5 Avg. Client Rating
US & Global Clients Served

Selected Clients

Organizations & professionals I've had the privilege of working with
Real Estate
Paradyse Homes
United States
Non-Profit / Conservation
Florida Wildlife Corridor Foundation
Florida, US
Retail
The Reef Retail Store
United States
Healthcare & E-commerce
Industry Professionals
United States & Global

Full-spectrum
data services

From raw ingestion to polished insight — every layer of your data stack, engineered for scale and speed.

Data Analysis & BI

Interactive dashboards, KPI frameworks, and exploratory analysis that transforms complex datasets into strategic clarity for stakeholders at every level.

Power BI Tableau Looker DAX / MDX Ad-hoc Analysis

Data Engineering

Robust, scalable data infrastructure — ingestion, transformation, warehousing, and orchestration — built to handle enterprise-grade volume and velocity.

dbt Apache Spark Airflow Snowflake BigQuery

ETL & Data Pipelines

End-to-end extract, transform, and load pipelines that unify siloed systems into a single source of truth — reliable, monitored, and automatically triggered.

Fivetran Kafka Python REST APIs PostgreSQL

Data Warehouse & Modeling

Dimensional modeling, schema design, and cloud data warehouse implementation that delivers query performance and analytical flexibility at scale.

Star Schema Redshift Azure Synapse dbt Core

Advanced Analytics & ML

Predictive models, customer segmentation, churn forecasting, and anomaly detection that go beyond reporting to generate proactive, forward-looking intelligence.

Python / scikit-learn Time Series Forecasting Clustering

Data Governance & Quality

Data catalog implementation, lineage tracking, quality frameworks, and access control policies — ensuring your data is trustworthy, compliant, and discoverable.

Great Expectations Collibra Data Catalog GDPR
How We Do It

Precision-engineered
across every layer

Salesforce MySQL REST API S3 Google Sheets
Source Systems
EXTRACT
Raw ingestion
TRANSFORM
Clean & shape
LOAD
Warehouse
→ Snowflake / BigQuery / Redshift

Connect every source.
Trust every number.

We design and deploy automated ETL pipelines that pull data from any source — APIs, databases, SaaS platforms, flat files — clean and transform it, and land it reliably in your warehouse. No more manual exports, stale reports, or conflicting figures.

  • Incremental & full-refresh scheduling with drift detection
  • Schema evolution handling and data lineage documentation
  • Alerting, retry logic, and SLA monitoring built in
  • Support for 50+ native connectors plus custom integrations
Discuss your pipeline needs →
$4.2M
Revenue MTD
94.1%
Fulfillment Rate
+18%
YoY Growth
Monthly Revenue by Region

Dashboards that
drive action.

We build Power BI, Tableau, and Looker environments that go beyond pretty charts — semantic layer design, role-based access, and performance-tuned DAX that let every decision-maker find their answer in seconds.

  • Executive, operational, and self-serve tiers designed separately
  • DAX & calculation group optimization for sub-second response
  • Embedded analytics and white-label dashboard delivery
  • Training and documentation for ongoing team self-sufficiency
See our dashboard work →
Pipeline Run — Today 14:32 UTC
Ingest: Salesforce CRM✓ Done
Transform: dbt models✓ Done
Load: Snowflake DW⟳ Running
Refresh: Power BIQueued
Next run in 4h 28m  ·  3 tests passing

Infrastructure built
for the long run.

We design data platforms that scale with your business — cloud-native warehouse architecture, orchestrated pipelines with Airflow or Prefect, and transformation layers built with dbt for transparency and testability.

  • Cloud data warehouse implementation on Snowflake, BigQuery, or Redshift
  • Medallion architecture (Bronze / Silver / Gold) for clean data tiers
  • CI/CD for data: version-controlled models with automated testing
  • Real-time streaming with Kafka or Pub/Sub when latency matters
Audit your data stack →
Churn Prediction Model — Feature Importance
Recency
0.92
Frequency
0.81
NPS Score
0.74
Support Tix
0.67
Spend Delta
0.58
Accuracy: 91.4%  ·  AUC-ROC: 0.94  ·  XGBoost

Predict, segment,
and optimize.

Beyond descriptive reporting — we build and deploy machine learning models that identify churn risk, forecast demand, surface anomalies, and segment your customers so you can act before problems occur.

  • Churn prediction & customer lifetime value scoring
  • Demand forecasting with time-series models (ARIMA, Prophet, XGBoost)
  • Customer segmentation via clustering algorithms
  • Anomaly detection for fraud, ops, and financial monitoring
Explore ML use cases →

From discovery to delivery in weeks — not months.

01

Discovery & Audit

We map your current data landscape, identify gaps, and define success metrics aligned to your business goals.

02

Architecture & Design

We design a solution blueprint — tech stack, data model, pipeline topology — reviewed and signed off before a single line of code.

03

Build & Test

Iterative sprints with continuous delivery. Each component is unit-tested, peer-reviewed, and validated against real data.

04

Launch & Optimize

Deployment, documentation, and handoff — plus ongoing support and optimization as your data evolves.

Why Radiant Analytics

Not just consultants.
Your data engineering team.

01

Full-Stack Data Expertise

We cover the complete data stack — from source system integration and warehouse modeling to BI layer and ML deployment. No hand-offs between vendors, no gaps in accountability.

02

Speed Without Shortcuts

Our templated accelerators and pre-built connectors let us move fast — typical engagements go from kickoff to first dashboard in under 4 weeks — without sacrificing code quality or documentation.

03

Business-First Mindset

We don't build for the sake of technology. Every pipeline, model, and dashboard is designed backwards from a business question your team needs answered.

04

Transparent & Documented

We deliver clean, version-controlled code with full documentation, data dictionaries, and runbooks — so your team is never dependent on us to keep the lights on.

05

Scalable Engagement Models

From a one-time pipeline build to a fully-embedded analytics squad — we offer fixed-scope projects, retainer models, and staff augmentation to match your needs and budget.

06

Security & Compliance Ready

We build with SOC 2, GDPR, and HIPAA principles from day one — role-based access, audit trails, PII masking, and data retention policies are not afterthoughts.

Numbers built over years of real client work.

Every stat below comes from actual delivered projects — no estimates, no padding.

200+
Projects Delivered
Spanning BI, ETL, data engineering, and analytics across diverse industries
113
Verified Client Reviews
Authentic reviews from real clients — every single one earned, none solicited
5
Average Rating
Consistent 5-star satisfaction maintained across all client engagements
3+
Industries Served
Real estate, conservation, retail, healthcare, and e-commerce clients in the US
Case Studies

Results that speak.

Healthcare

Patient flow analytics for a regional hospital network

Built a unified data warehouse consolidating 7 EMR systems and deployed a real-time operational dashboard for bed management and discharge planning.

40% faster discharge decisions
Finance
$

Risk reporting automation for an investment firm

Replaced a 12-hour manual Excel process with an automated overnight pipeline delivering a Power BI risk dashboard ready at 7 AM each day.

12h → 0 manual reporting effort
E-commerce
A B C

Customer segmentation & churn model for a D2C brand

Developed RFM segmentation and an XGBoost churn model integrating Shopify, Klaviyo, and Zendesk data into a single customer intelligence platform.

22% reduction in churn rate

Let's build something radiant together.

Whether you need a quick pipeline fix, a full data platform, or a long-term analytics partner — we'd love to hear about your goals. We respond within one business day.

hello@ranalytics.org
📍
Remote-first · Serving clients globally
📞
Schedule a free 30-min discovery call