Audit-Grade Analytics Engineering for Finance Teams.

We move your financial logic out of fragile spreadsheets and into high-performance SQL models and Python software. From complex ARR modeling to automated financial statements, we build the data infrastructure that CFOs trust.

Stop Closing the Books in Excel Hell.

Manual data sanitization and “Save-As-Final”, “v20”, “v-final” version control are liabilities, not workflows. We partner with finance organizations to automate:

Fragile ARR Logic

Stop debating churn numbers; codify your business logic in code.

Manual Reconciliation

Eliminate the “First-Week-of-the-Month” manual data grind.

Opaque Data

Trace every number on your P&L back to the raw transaction via clear data lineage. Monitor your sales pipeline analytics without spending time on cleaning data.

Engineering Rigor for Finance.

Most finance teams are stuck in “Excel Hell.” Your value proposition is that you bring software engineering rigor (SQL, APIs, Version Control) to financial reporting.

Transaction-Level Precision

We don’t do “ballpark” figures. Every model we build is rooted in row-level transaction data, ensuring your reports are always audit-ready.

Logic as Code

We replace hidden spreadsheet formulas with version-controlled code in SQL and Python. Your business logic becomes a transparent, permanent asset.

Security-First Architecture

Finance data is sensitive. We implement enterprise-grade data sanitization and PII masking as a standard, not an afterthought.

Our Specialized Services.

Sitting at the intersection of Finance and Data Engineering, we provide audit-grade data to support finance leaders.

Automated Financial Statements

P&L, Balance Sheet, and Cash Flow statements built directly from your GL and bank feeds. Real-time visibility, zero manual entry.

Complex ARR & SaaS Modeling

Custom engines for MRR/ARR that handle upgrades, downgrades, churn, and multi-currency consolidation with programmatic accuracy.

Vendor & Customer Intelligence

Deep-dive modeling into AP/AR aging, vendor spend optimization, and customer LTV, served via interactive dashboards.

Custom Finance APIs

Need your financial data to power an internal app or a client-facing portal? We build secure, high-uptime APIs to serve your models anywhere.

GTM Analytics Engineering

We turn messy CRM data into board-ready insights. Our models generate automated pipeline waterfalls, win/loss deep dives, and rep attainment trackers, ensuring your GTM strategy is backed by financial truth.

Data Sanitization & Pipelines

We clean the “dirty” data upstream, ensuring your downstream reports are never compromised by duplicate entries or missing fields.

Your Data, Engineered.

We don’t just “consult.” We build. Our stack is designed for scale and transparency:

The Integrations

The Engines

The Databases

The Delivery

Ready to Move Beyond the Spreadsheet?

Let’s discuss your current data architecture and how we can automate your financial reporting.