Financial Industry BI Case Study | How Nexus Data Works Turned Fragmented Data into CFO-Ready Decisions
Financial Services Power BI Decision-First BI Framework™

Power BI Consulting · Financial Industry

From Fragmented
Data to
CFO-Ready Clarity

A fast-growing mid-size financial organization was flying blind — disparate data, manual reconciliation, and no real-time visibility into whether they'd hit their annual revenue goal. We changed that in weeks, not months.

100%
Dashboard adoption at 30 days
Real-time
Financial visibility vs. month-end discovery
2
Exec dashboards replacing manual processes
🏦
Fast-Growing Mid-Size Financial Organization Stakeholders: CFO & COO · Initiative: BI Dashboard for Financial Oversight

Challenges We Were Brought In To Solve

  • Disparate financial data causing fragmented, unreliable reporting across departments
  • Manual reconciliation processes extending close periods by days
  • Zero real-time visibility — strategic decisions made on stale data discovered at month-end
  • No single source of truth between Commerce and Foundation entities
Our Approach

Power BI Consulting Financial Industry Approach: The Decision-First BI Framework™

Most BI consultants start with your data and hope it connects to a goal. Our power bi consulting financial industry engagements always begin differently- We do the opposite. Every engagement begins at the top of the Gartner Value Pyramid — with the business outcome leadership actually cares about — and works down to the data that needs to support it. Here's exactly how we applied that to this engagement.

Step 1 · Strategy Alignment

Starting with the Business Outcome, Not the Data

Before opening Power BI, we sat with the CFO and COO to identify the single mission-critical priority: Optimize Revenue Streams — exceed the annual budget forecast by fiscal year end. Working top-down through the Gartner Value Pyramid, we mapped every layer from goal to data.

Business Outcome Process Changes Business KPIs Business Data Assets 1 2 3 4 ← Start here (top) and work down →
① Business Outcome
Exceed Budget Forecast by end of fiscal year — CFO/COO mission-critical priority
→ This is where every BI project must start
② Process Changes Required
Performance interventions, incentive programs, sales & marketing adjustments, forecast revision
→ Actions leadership can actually take to move the goal
③ Business KPIs to Monitor
Annual Budget, Current & YTD Budget vs. Actual vs. Variance — by Person, Department, and Entity
→ Specific metrics that signal whether process changes are working
④ Business Data Assets
Personify (members), MS Dynamics GP (transactions), Excel (budgets) — Master, Application, Transactional, Static
→ Only now do we open Power BI
Step 2 · Persona-Driven Design

Who Uses the Dashboard, How, and What They Do With It

Most dashboards fail because they're designed for one generic "user." We separately interviewed C-suite executives and Director-level managers — because their information needs, usage scenarios, and resulting actions are completely different. This table drove every design decision.

PersonaKPIData Used ToAction It Drives
C-Suite
(CFO/COO)
Current Actual vs BudgetAssess real-time revenue performance against forecast targetsQuick adjustments to sales strategies to meet forecasted revenue
YTD Actual vs Budget ComparisonEvaluate how year-to-date revenue aligns with yearly goalsStrategic planning for the remaining fiscal period
Actual vs Forecast by Line ItemAnalyze specific revenue lines against forecastFocus product/service lines to improve or capitalize on
DirectorsYTD Budget vs Actual by PersonReview individual contribution to annual revenue goalsPersonnel development and possible territory adjustments
Current Actual vs Budget by DepartmentMonitor departmental performance relative to forecastsDepartmental strategy revision and resource reallocation
Step 3 · Visual Storyboard

Every Dashboard Tells a Complete Story in 3 Layers

Before touching Power BI, we storyboard the dashboard narrative. Each layer answers a specific management question — moving the CFO naturally from "where are we?" to "what do we do about it?" The mockup below is the actual storyboard we presented before any data work began.

📌 GOAL
Exceed Annual Budget Forecast by Fiscal Year End — Finance Dashboard: Commerce Entity
Entity: Commerce ▾ Period: YTD ▾ Line Item: All ▾
1
KPI SnapshotsWhere are we against goal right now?
Annual Revenue Goal
$9,870,766
54% achieved toward $18.2M target
YTD Budget vs Actual
–$641K
▼ 6% Below Budget
$10.5M Budget · $9.87M Actual
Current Month Budget vs Actual
–$46K
▼ 4% Below Budget
$1.19M Budget · $1.14M Actual
YTD vs Same Period LY
+$412K
▲ 4.4% vs Last Year
$9.46M Last Year · $9.87M This Year
2
Trend AnalysisHow did we get here? Is performance improving or worsening over time?
YTD Monthly Revenue: Budget vs Actual
Jan
Feb
Mar
Apr
May
Jun
Budget  Actual
Current YTD Revenue vs Last Year (Same Period)
Jan Feb Mar Apr May Jun
This Year  Last Year
3
Action Layer — ContributorsWho/what is driving on-target or off-target performance? Where to double down or intervene?
Top 5 by Person
L. Sellati
$1.19M ▲
B. Dawson
$0.80M ▼
A. Kinnon
$0.62M ▲
M. Torres
$0.45M ▼
R. Chen
$0.33M ▲
Top 5 by Event / Department
FL Chamber Political
$0.49M ▲
FL Safety Program
$0.45M ▲
Legal Review
$0.38M ▼
Gov Affairs
$0.29M ▲
Member Services
$0.21M ▼
From Blueprint to Reality

Wireframe to Working Dashboard — Before Full Commitment

One of the most common BI project failure modes: building the wrong thing and only discovering it at launch. Our POC-first approach means the client reviewed and approved a functional prototype before any production build began. What you see on the right is what got built — because the wireframe on the left was validated first.

Phase 1 · Wireframe Client-approved before build begins
FINANCE DASHBOARD
Commerce Foundation
Annual Revenue Goal
$X,XXX,XXX
XX% achieved
YTD Budget vs Actual
–$XXX,XXX
▼ X% Below Budget
Current Month Budget vs Actual
–$XX,XXX
▼ X% Below Budget
YTD Budget vs Actual by Month
■ Budget   □ Actual
Current YTD vs Last Year
— This Year   - - Last Year
Top 5 Persons
Person A
Person B
Person C
Person D
Top 5 Events / Departments
Event A
Event B
Dept A
Dept B
Phase 2 · Functional PrototypeBuilt on real client data
Finance Dashboard — Commerce
CommerceFoundation
How close to annual goal?
$9,870,766
Annual Goal  ·  54% Achieved
YTD Revenue Variance?
$5,725,592
-6% Variance from Budget
Current Month Budget?
$1,140,148
-4% Variance
YTD Trending — Budget vs Actual
Current YTD vs Last YTD Revenue
Nov
Dec
Jan
Feb
Mar
Apr
Top 5 Persons by Revenue
L. Sellati
$1.19M
B. Dawson
$0.80M
A. Kinnon
$0.62M
Top 5 Events & Departments
FL Chamber Political
$0.49M
FL Safety Program
$0.45M
Legal Review
$0.38M
Outcomes Delivered

What changed for the CFO and COO

Real-time
Financial Visibility
From month-end discovery to live budget vs. actual tracking — every day, not every 30 days
100%
Adoption at 30 Days
CFO and COO use dashboards daily — because they were designed around their decisions, not the data
2→1
Single Source of Truth
Commerce and Foundation entities unified — one dashboard, no competing numbers across departments
Weeks
Not Months to Deliver
Wireframe validated, prototype approved, production built — rapid delivery with zero scope surprises
The Before & After

What the CFO was dealing with before we started

Financial data lived in three separate systems — Personify for member management, MS Dynamics GP for transactional finance, and Excel for budget tracking. Nobody fully trusted any single number. Month-end close was a multi-day manual exercise of export, reconcile, and re-export.

Strategic decisions were being made on data that was already 30 days old. The COO had no way to see whether individual contributors or departments were on track to hit their annual targets until it was too late to course-correct.

After our engagement: the CFO opens a dashboard every Monday morning that shows real-time budget achievement, variance by entity, and top contributors — all with drill-through capability and dynamic filters. The close process no longer requires the manual reconciliation step for executive reporting.

📊
Unified Financial Reporting
Three disparate systems (Personify, Dynamics GP, Excel) consolidated into a single Power BI data model with automated refresh — eliminating manual export and reconciliation entirely for executive reporting.
🎯
Persona-Specific Dashboard Views
C-suite sees strategic variance and trajectory. Directors see performance by person and department. Same data, different lenses — because we designed for actual usage scenarios, not a one-size-fits-all layout.
Dynamic Filtering for Instant Drill-Down
Commerce vs. Foundation toggle, filterable by line item, event, department, person, and date — enabling the COO to move from high-level variance to specific root cause in under 60 seconds.
🔒
Governed, Scalable Architecture
Data model built for the Protech migration already in progress — future-proofed so the dashboards survive the system transition without a rebuild.
The Framework Behind This Result

The Decision-First BI Framework™ — Applied to Every Engagement

This case study illustrates why our methodology produces different results. We never start with the data. We start with the decision the business needs to make faster, then build backward through KPIs to data assets.

The Gartner Value Pyramid, combined with our persona-driven usage scenario mapping and 4-layer dashboard storyboard, ensures that every dashboard we build is designed to drive a specific action — not just display information. This is what separates our power bi consulting financial industry approach from generic dashboard work.

Decision-First BI Framework™ Gartner Value Pyramid Power BI Precision Audit™
1
Define the Business Outcome FirstSit with C-suite to identify the single mission-critical priority and SMART measurable goal — before any data conversation begins
2
Map Personas to Usage ScenariosSeparately interview each stakeholder type to understand how they'll use information and what decisions it needs to drive
3
Build the Visual StoryboardGoal → Snapshots → Trends → Actions — every dashboard tells a complete management story in a single screen
4
Validate with Wireframe FirstClient approves the layout and content before a single line of DAX is written — eliminating the #1 cause of BI project failure
5
Build POC on Real DataFunctional prototype using actual client data proves ROI before full production commitment — you see results before you invest in them
Client Feedback

What clients say after working with us

"Nahom far exceeded my expectations and is one of the best BI developers I've worked with. He has a gift for visualizations and is a very hard worker. 100% recommend his services and will be using him again on all my projects."
TK
Tyler K.
CEO, Bpintel · Verified on Upwork — Expert Vetted, Top Rated Plus
Ready to Start

See what the Decision-First BI
Framework™ finds in your data

Book a free 30-minute Power BI Precision Audit™. Book a free 30-minute Power BI Precision Audit™ — our standard starting point for every power bi consulting financial industry engagement. We'll map your current reporting environment, identify your highest-ROI opportunities, and show you exactly what a decision-first approach would change for your leadership team.