Real dashboards. Real business impact.
Each project below is a live intelligence system built on real business data, designed to drive measurable outcomes, not just look impressive.
SaaS Churn & Retention Intelligence Platform
Software · Predictive Analytics · Power BIThe Business Problem
A SaaS company with 440,832 customers had no visibility into churn until accounts were already gone. Churn had climbed to 56.7%, more than 11× the 5% industry benchmark, but leadership had no way to see which accounts were at risk, what was driving exits, or how to prioritize retention spend.
The Solution
Built a four-page Churn & Retention Intelligence Platform powered by a logistic regression model with 87% prediction confidence. The system surfaces at-risk accounts, root-cause churn drivers, and scenario simulations, so the team acts before revenue walks out the door, not after.
Features Built
Business Impact
- 56.7% churn rate quantified against 5% industry benchmark, making the problem undeniable to leadership
- 10,448 high-risk active customers flagged with $6.6M CLV at stake
- $143.2M identified as recoverable revenue through targeted retention intervention
- Scenario modelling showed combined intervention could reduce churn to 40.8%, protecting $2.4M ARR
Executive Revenue Intelligence Suite
B2B · Multi-Region · Executive Analytics · Power BIThe Business Problem
A B2B software company with 99 customers and 9,994 transactions had fragmented revenue visibility across three regions (AMER, EMEA, APJ) and three segments (Enterprise, SMB, Strategic). Finance and sales operated off different numbers with no unified view of growth trajectory, margin health, or which products were actually driving profitability.
The Solution
Built a three-page Executive Revenue Intelligence Suite, a board-ready analytics system covering the full revenue story: KPI Scorecard with Rule of 40 tracking, Growth & Product Intelligence, and a Revenue Intelligence Hub with 6-month forecasting and a Business Health Index. Every metric filters dynamically by year, region, and segment.
Features Built
Business Impact
- $2.3M revenue mapped across EMEA ($1.04M), AMER ($0.84M), and APJ ($0.42M), unified in one view for the first time
- Rule of 40 Score of 59.4 surfaced, giving leadership a board-ready growth metric for the first time
- 11 of 14 products identified as loss-making, prompting an immediate pricing and cost structure review
- Avg discount rate at 15.6% auto-flagged, making margin leakage visible and actionable in real time
Home Care Operations Intelligence Platform
Home Care · Operations & Workforce · Power BIThe Business Problem
A multi-branch home care agency was flying blind. They had data scattered across scheduling systems, HR records, and billing platforms with no unified view of caregiver turnover, client retention, revenue by payer, or which referral channels actually delivered long-term clients.
The Solution
Built a Home Care Operations Intelligence platform that consolidates workforce, clinical, and financial data into one real-time hub. Operators can now see caregiver risk, shift fill rates, margin by payer type, and referral quality, all in a single dashboard, live across all branches.
Features Built
Business Impact
- Early tenure caregiver risk identified before exit (0–90 day turnover)
- Revenue by payer type visible for the first time (Private Pay 44% mix)
- Top referral channels identified, with Family/Word of Mouth leading at 230 retained clients
- Shift No-Call No-Show tracked and actioned in real time
RavenStack Series B Investor Performance Dashboard
SaaS · Board-Ready · Investor Intelligence · Power BIThe Business Problem
RavenStack, a high-growth SaaS company, needed a board-ready performance dashboard ahead of their Series B raise. Leadership had the raw data but no single view that told the investor story: MRR trajectory, growth velocity, churn health, and the investor-grade metrics (Quick Ratio, NRR) that sophisticated VCs demand in a data room.
The Solution
Built a Series B Investor Performance Dashboard transforming raw transaction data into a compelling, board-ready intelligence system: monotonic MRR growth from $1.5M to $10.2M in 12 months, investor-grade ratios, and customer health metrics with dynamic filtering across year, country, industry, plan, and referral source.
Features Built
Business Impact
- MRR growth story made undeniable: $1.5M (Jan 2024) to $10.2M (Dec 2024), monotonic month-over-month
- Quick Ratio of 8.89, signaling exceptional growth efficiency for VC due diligence
- 705% ARR YoY growth quantified and visualized for the data room
- NRR at 84.5% flagged as a watch item, giving leadership time to address it before investor scrutiny
