Insights

Data Stories Worth Reading

Case studies, sample reports, and practical insights on business intelligence — drawn from 12+ years of real client work across Puerto Rico and beyond.

Featured case study

RetailData Dashboard Design5 min read

Retail Chain Cuts Reporting Time by 70%

A mid-size retail chain across Puerto Rico was spending 20+ hours per week manually compiling sales reports from five disconnected systems. We designed a unified BI dashboard that automated data collection and surfaced the KPIs that actually drove decisions.

The outcome

70% reduction in reporting time. Leadership now reviews live dashboards every morning instead of waiting for Friday reports.

More case studies

Operations4 min read
Healthcare·Custom BI Reports

Patient Flow Analysis for a Regional Clinic

A regional clinic needed to understand patient volume patterns to optimize staffing and reduce wait times. We built a monthly reporting suite that tracked appointment trends, no-show rates, and peak demand windows.

Outcome

Clinic reduced average wait times by 35% within two quarters of implementing data-driven staffing adjustments.

Strategy6 min read
Finance·Analytics Consulting

KPI Framework for a Growing Financial Services Firm

A financial services firm scaling from 10 to 50 employees had no consistent way to measure performance across teams. We designed a KPI framework and reporting cadence that aligned every department around shared goals.

Outcome

Leadership gained a single source of truth for performance — reducing executive meeting prep time from 3 hours to 30 minutes.

Revenue4 min read
E-commerce·Data Dashboard Design

Real-Time Sales Dashboard for an Online Retailer

An e-commerce business selling across multiple platforms had no unified view of sales performance. We integrated data from three platforms into a single real-time dashboard with daily, weekly, and monthly views.

Outcome

The owner identified their top-performing product category within the first week — and reallocated ad spend to double revenue from that segment.

Personal Finance3 min read
Individual / Personal Finance·Custom BI Reports

Personal Investment Tracking for a High-Net-Worth Individual

A private investor with holdings across stocks, real estate, and a small business had no consolidated view of their overall financial performance. We built a monthly personal finance report that tracked net worth, cash flow, and investment returns.

Outcome

Client identified underperforming assets and rebalanced their portfolio — improving overall return by 12% in the first year.

Reporting3 min read
Distribution·Data Visualization

Routes for distribution efficiency

A top dairy products company had to identify more efficient routes for their distribution, based on their data a dashboard with detailed routes was created to track time for each individual route.

Outcome

A daily route monitoring report was created with real time data, previously it took them over 40+ hours to produce visuals for this.

Impact5 min read
Customer Service·Analytics Consulting

Lower Customer Service SLA

A Customer Service department with over 400 reps had SLA levels of 60%, after taking a look into their data an opportunity was identified that led to +20% increase in SLA from 60% to 82% and lowered headcount of Over 60 FTEs.

Outcome

The organization was provided with a sustainable strategy to maintain +80% SLA and cost for new hires was cut by 33%.

From the desk

Short-form thinking on data, reporting, and business intelligence.

Strategy3 min read

5 KPIs Every Small Business Should Track (But Most Don't)

Most small businesses track revenue and expenses. The ones that grow fastest also track customer acquisition cost, churn rate, and gross margin by product line.

Dashboard Design4 min read

Why Your Dashboard Isn't Working (And How to Fix It)

A dashboard with 40 metrics is not a dashboard — it's a spreadsheet with better fonts. Here's how to design for decisions, not data.

BI Fundamentals3 min read

The Difference Between Data and Intelligence

Data tells you what happened. Intelligence tells you what to do about it. The gap between the two is where most reporting fails.

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