Real Results, Real Impact
See how we've helped companies transform their data into competitive advantages.
Automating Revenue Reporting for a SaaS Platform
Challenge
Finance team spent 8+ hours weekly manually reconciling data from siloed CRM (Salesforce) and billing system (Stripe). Month-end close took 5+ days, and MRR visibility was delayed.
Approach
- →Implemented Fivetran connectors for Salesforce and Stripe
- →Built dbt models for revenue recognition and MRR calculations
- →Deployed Snowflake data warehouse with RBAC
- →Created executive dashboards in Looker with automated distribution
Results
Predictive Demand Forecasting for E-commerce
Challenge
Frequent stockouts and overstock situations due to manual demand planning. Inventory holding costs were 20% higher than industry average.
Approach
- →Aggregated historical sales, web traffic, and marketing data
- →Built time-series forecasting models using Prophet and XGBoost
- →Deployed MLOps pipeline on Vertex AI with weekly retraining
- →Integrated forecasts into inventory management dashboard
Results
Real-Time Fraud Detection for Fintech
Challenge
Rule-based fraud detection system had 30% false positive rate, causing customer friction and support burden.
Approach
- →Built feature engineering pipeline from transaction history
- →Trained gradient boosting classifier with class imbalance handling
- →Deployed real-time inference API with <100ms latency
- →Implemented monitoring dashboard for model drift
Results
Patient Outcomes Analytics for Healthcare Provider
Challenge
Patient readmission data scattered across EHR, scheduling, and claims systems. No visibility into risk factors or intervention effectiveness.
Approach
- →HIPAA-compliant data warehouse on Azure with encryption
- →Integrated EHR (Epic), scheduling, and claims data
- →Built readmission risk models and intervention tracking
- →Created provider dashboards with drill-down capabilities
Results
Fleet Optimization for Logistics Company
Challenge
Poor route planning leading to high fuel costs and late deliveries. No centralized visibility into fleet performance.
Approach
- →Ingested GPS, delivery, and maintenance data into data lake
- →Built route optimization models considering traffic and weather
- →Created real-time fleet dashboard with mobile access
- →Implemented predictive maintenance alerts
Results
Project Profitability Tracking for Consulting Firm
Challenge
Project managers lacked visibility into real-time profitability. Billable hour tracking was manual and error-prone.
Approach
- →Integrated time tracking, expenses, and invoicing systems
- →Built automated profitability calculations by project/client
- →Created role-based dashboards for PMs and finance
- →Implemented alerting for at-risk projects