Narwal Finance Metrics Accelerator Narwal : AI, Data, and Quality Engineering company

Narwal Finance Metrics Accelerator

Transform raw subscription and billing data into trusted, executive ready finance metrics with a pre–built dbt accelerator designed for modern SaaS growth.

Speak to Our Experts

A Fully Built and Deployment Ready Accelerator for SaaS Finance Teams

The Narwal SaaS Finance Metrics Accelerator provides a complete, reusable, and analytics ready dbt project that converts source level subscription and transaction data into a single source of truth for recurring revenue reporting.

Created for SaaS companies that rely on Monthly Recurring Revenue and its associated movements to understand growth, this accelerator standardizes MRR logic, unifies data across platforms such as Stripe and Chargebee, and produces accurate month by month metrics that business leaders can trust.

It simplifies the complexities behind calculating MRR, Net Revenue Retention, churn, expansion, and other core SaaS KPIs by packaging all logic inside a Narwal recommended staging to intermediate to marts architecture. The result is reliable finance reporting with speed, transparency, and scale.

Key Benefits of the SaaS Finance Metrics Accelerator

Accurate MRR and Growth Metrics

Delivers clean and consistent calculations for New, Expansion, Contraction, Churn, and Net New MRR, eliminating ambiguity in financial conversations.

Executive Ready SaaS KPIs

Produces essential KPIs including ARPA, Gross MRR Churn Rate, and Net Revenue Retention with logic already validated inside the dbt models.

Trusted Single Source of Truth

Creates one clean monthly table that every stakeholder and BI tool can use, reducing duplication, reconciliation efforts, and reporting conflicts.

Faster Time to Insight

Prebuilt transformations accelerate finance reporting timelines and reduce dependency on engineering cycles.

Reusable and Adaptable

Designed to be plugged into any SaaS billing ecosystem with minimal configuration so teams can adopt and extend it quickly.

Cost Efficient Analytics Architecture

All staging models are ephemeral and optimized for lower warehouse spend while marts are materialized for fast BI performance.

Core Capabilities

Standardized Monthly Revenue Logic

The accelerator calculates MRR for every customer for every month and classifies movements such as New, Expansion, Contraction, and Churn using proven dbt logic. This ensures consistent revenue reporting across all teams.

Enterprise Grade Model Architecture

Follows Narwal’s three layer design using staging models for cleansing, intermediate models for revenue logic, and marts for final reporting tables that power dashboards and executive reviews.

Ready to Deploy Metrics Mart

Generates fct saas metrics monthly which is a well structured, analytics ready table containing all critical metrics including total MRR, Net New MRR, ARPA, churn rates, and retention rates in a single place.

Visual Growth Intelligence

Supports creation of dashboards that help leaders understand trends such as ARPA movement, Net Revenue Retention, Gross and Net Churn, and MRR waterfall changes through the data feeding the accelerator.

Seamless Integration with Finance and BI

The final data mart is designed for smooth consumption in tools like Tableau, Power BI, and Looker with query ready tables optimized for fast reporting.

Why Choose the Narwal Finance Metrics Accelerator

Provides a complete end to end solution for finance reporting

Supports finance, operations, and product teams with unified KPIs

Accelerates dashboard creation and quarterly reporting cycles

Designed using real world SaaS finance best practices

Reusable across clients and billing platforms with minimal configuration

Unlock Accurate and Scalable SaaS Revenue Intelligence

Move from raw billing data to a unified and reliable financial insights foundation with the Narwal SaaS Finance Metrics Accelerator.

Let's Talk

google-site-verification: google57baff8b2caac9d7.html

“We’re an Al, Data, and Quality Engineering company “

Quick Links

Services

Headquarters

8845 Governors Hill Dr, Suite 201

Cincinnati, OH 45249

Our Branches