Data Science & Analytics
We transform financial data into strategic intelligence. Predictive modeling, dashboard development, process automation, and AI-driven insights that enable data-informed decision making.
Turn Data into Decisions
Your organization generates vast amounts of financial data — grant expenditures, budget variances, cash flows, compliance metrics. The information exists, but extracting actionable insights requires specialized expertise that bridges financial domain knowledge and data science capability.
We identify the questions your data can answer, design the analytical framework, and deliver insights that inform real decisions. We build the models, dashboards, and automation tools your team needs — then we make sure your people understand how to use them, interpret them, and maintain them independently.
Analytics Services
Executive Dashboards
We build real-time visualizations of KPIs, financial metrics, and operational indicators designed for board-level decision making. We design dashboards that tell the story your leadership needs to see — and train your team to maintain and update them as your organization evolves.
Predictive Analytics
We build machine learning models that forecast grant burn rates, identify compliance risks before they become findings, and predict cash flow patterns. We apply supervised and unsupervised modeling, time-series forecasting, and anomaly detection to the financial questions that matter most to your organization.
Process Automation
We design and build ETL pipelines and workflow automation that eliminate manual data entry, reconciliation, and reporting tasks. We develop financial data automation applied to grant reporting, audit preparation, and operational performance tracking — and we document everything so your team can maintain it.
Data Integration
We design data warehouses and integrate cross-system data to create a unified view of financial operations. We connect disparate systems into coherent data architecture — so your grant management system, general ledger, and operational platforms tell one consistent story.
AI-Powered Insights
We deploy natural language processing for document analysis, anomaly detection, and intelligent automation where it produces measurable results. We evaluate what AI can realistically deliver for your organization — and we implement only what actually works, not what sounds impressive in a sales pitch.
Financial Data Modeling
We build SQL-based relational database structures and financial models that give your organization clean, queryable data. Whether you need grant burn rate prediction, audit risk scoring, or operational performance dashboards — we build the data infrastructure that makes the analysis possible.
Our Data & Analytics Stack
We apply purpose-built tools to financial data problems — not generic technology looking for a use case.
Programming & Statistical
Python (Pandas, NumPy, Scikit-learn, Statsmodels), R statistical computing, SQL & relational database design
Visualization & Reporting
Tableau, Power BI, custom dashboard development for board-level and operational reporting
Machine Learning & Modeling
Supervised and unsupervised machine learning models, time-series forecasting, anomaly detection — applied to grant burn rate prediction, audit risk modeling, and cash flow analysis
Data Engineering
ETL pipeline development, financial data automation, data warehouse design, cross-system integration for unified financial reporting
Explore Other Services
Fractional CFO & Controller
We serve as your CFO on a part-time basis while developing your team's capability to operate independently.
Find out more →Financial Leadership Development
We develop your finance staff, board members, and executives into capable financial leaders.
Find out more →Financial Crisis Stabilization
We deploy within 48-72 hours when financial leadership departs suddenly or audit findings demand immediate response.
Find out more →Financial Systems & ERP
We implement new financial systems or make the investment you already made actually deliver its intended value.
Find out more →