GWC Data.Ai

Automated Asset & Project Reporting Platform

Transforming Clean Energy Investment Reporting with Automation & Real-Time Insights

A global clean energy investment firm transformed its reporting ecosystem by replacing complex Excel-based processes with an automated, centralized BI platform enabling real-time portfolio insights, improved accuracy, and scalable decision-making.

The Challenge

From Spreadsheet Complexity to Portfolio Intelligence

Energy

The firm's reporting infrastructure relied on fragile Excel-based workflows, creating systemic risks across its clean energy investment portfolio.

Excel Dependency

Excel Dependency

Heavy reliance on Excel with complex formulas created fragile, error-prone reporting workflows across the organization.

→ Single point of failure

Manual Consolidation

Manual Consolidation

Manual consolidation across five separate reports consumed significant analyst time and introduced data synchronization risks.

→ 5 reports merged manually

Calculation Errors

Calculation Errors

High risk of calculation errors and inconsistencies due to complex nested formulas and manual data entry across spreadsheets.

→ Undetected discrepancies

Time-Consuming Updates

Time-Consuming Updates

Time-consuming updates and validation processes delayed critical investment decisions and quarterly reporting cycles.

→ Days of manual validation

Lack of Visibility

Lack of Visibility

No centralized visibility across assets and projects made it impossible to get a unified view of portfolio performance.

→ Siloed data views

Portfolio Tracking Gaps

Portfolio Tracking Gaps

Difficulty in tracking portfolio-level performance metrics across diverse clean energy assets and investment projects.

→ Incomplete portfolio view

The Solution

Solution Architecture

An end-to-end automated reporting platform replacing fragile spreadsheets with real-time portfolio intelligence.

Solution
Data Inputs
App Studio
ETL Pipelines
Metrics Engine
Dashboards
Background
01
Centralized BI Platform

Centralized BI Platform

Domo Platform

Built a centralized BI platform using Domo, consolidating all reporting into a single source of truth for the investment portfolio.

02
Dynamic Data Input Interface

Dynamic Data Input Interface

Domo App Studio

Developed a dynamic data input interface using JavaScript (Domo App Studio), enabling structured data capture with validation.

03
Structured Questionnaire Capture

Structured Questionnaire Capture

Standardized inputs

Captured structured project and asset-level inputs via a guided questionnaire, replacing unstructured spreadsheet submissions.

04
API-Based Data Integration

API-Based Data Integration

Python + Jupyter

Integrated with Domo Jupyter (Python) to fetch API-based JSON data from external systems, automating data collection.

05
ETL Pipeline Design

ETL Pipeline Design

Magic ETL

Designed ETL pipelines to cleanse and transform data, standardize calculations, and compute asset, project, and portfolio-level metrics.

06
Automated Dashboard Delivery

Automated Dashboard Delivery

5 dashboards deployed

Delivered 5 automated dashboards for unified reporting with real-time data flow, eliminating all manual dependencies.

Business Impact

Measurable Transformation

Quantifiable outcomes delivered through automation and platform modernization.

Reduction in Manual Reporting Effort
85%

Reduction in Manual Reporting Effort

Improvement in Data Accuracy
99%+

Improvement in Data Accuracy

Faster Report Generation Time
70%

Faster Report Generation Time

Improvement in Decision-Making Speed
60%

Improvement in Decision-Making Speed

Key Capabilities

Capabilities Delivered

Core platform capabilities enabling automated, scalable clean energy investment reporting.

Leaf
Automated Data Collection & Ingestion

Automated Data Collection & Ingestion

Seamless data capture from multiple sources with automated validation and ingestion pipelines.

Centralized Portfolio Reporting

Centralized Portfolio Reporting

Unified view across all assets and projects, replacing siloed spreadsheet-based reporting.

Real-Time Analytics Dashboards

Real-Time Analytics Dashboards

Interactive dashboards with live data refresh, enabling instant portfolio performance monitoring.

Scalable Architecture

Scalable Architecture

Platform designed for future expansion easily onboard new assets, projects, and data sources.

Elimination of Excel Dependencies

Elimination of Excel Dependencies

Complete removal of fragile spreadsheet workflows, reducing risk and manual effort across the organization.

Energy

Technology Stack

Tools & Technologies

Domo
JavaScript
Python
API Integration
Excel

Domo

App Studio, Magic ETL, Reporting

JavaScript

App Studio Development

Python

Jupyter Integration

API Integration

JSON Data Feeds

Excel

Legacy System

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