Dashboards + Business Intelligence (BI) examples

Interactive examples illustrating approach, technical scope, and insight visibility. Pairing traditional Extract, Transform, Load (ETL) pipelines with AI-driven schema mapping and semantic modeling to optimize data workflows into self-service Business Intelligence (BI) platforms.

For illustrative and demo purposes only using mock data.
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Global Manufacturer Corp R&D SBU Division

PE Firm Monthly Business Review

Supply Chain - Scenario Model

Corporate FP&A Management


PE Firm Stakeholder -
Monthly Business Review

  • Interactive Dashboard

  • Consumer Beverage company in a PE firm portfolio

  • Monthly Board Review (Actuals thru Mar ‘26)


WRI, Inc. Portfolio Review - Prospective Beverages Inc.

Prospective Beverages Inc.

Monthly Business Review Dashboard — Pro Forma Dynamic Showcase

PE Majority Stakeholder View
Mar-26 Net Revenue
$22.14M
+$765K (+3.6% vs Bgt)
Mar-26 EBITDA
$2.97M
+$245K (+9.0% vs Bgt)
PE Liquidity / Cash
$20.29M
+$610K (+3.1% vs Bgt)
Net Risk-Adjusted Position
-$810K
Risks Manageable

FY27 Forward-Looking Pro Forma Trend (April 1, 2026 – March 31, 2027)

March 2026 Core P&L Summary

P&L Line Act ($K) Var %
Gross Revenue23,400+4.0%
Trade Discounts-1,260-12.0%
Net Revenue22,140+3.6%
COGS-12,530-3.1%
Gross Profit9,610+4.2%
EBITDA2,970+9.0%

Channel Execution Breakdown (Actual vs. Target Variance)

Geographic Sales Volume Mix

Pipeline Value
$61.2M
+$3.2M (+5.5%)
Order Intake
$12.1M
+$600K (+5.2%)
Avg Deal Size
$225K
+$15K Expansion
Sales Cycle Duration
38 Days
-4 Days Accelerated

Pipeline Value & Progression Dynamics by Stage

Stage Deals Gross ($K) Win Prob. Weighted ($K)
Prospecting458,10015%1,215
Qualification3212,40030%3,720
Proposal1815,60055%8,580
Negotiation1214,20075%10,650
Closing810,90090%9,810
TOTAL11561,200-33,975

Key Commercial Win / Loss Tracker

Account / Target Value Status
Costco National (Water)$2.10MWON
Kroger SE (Juice Range)$1.45MWON
Whole Foods (Kombucha)$1.85MWON
Amazon Fresh (Energy)$980KWON
7-Eleven West (Coffee)$620KLOST

Macro COGS & Supply Chain Headwinds Breakdown

Near-Term Operational Priority Matrix

Action Item Plan Owner Deadline Risk
Costco National Rollout PlanVP Supply ChainJune 2026Medium
Freight RestructuringVP Supply ChainMay 2026High
Category Captain Pitch (Walmart)VP SalesMay 2026High
Net Promoter Score
74

Top Decile Tier

Account Retention
96.5%

+120bps vs Mar-25

Customer Acquisition Cost
$14.2K

-4.2% Efficiency

Customer Churn Rate
3.5%

-50bps MoM

PE Stakeholder Insight: Customer health metrics remain highly optimal. Volume outperformance is driven directly by brand equity expansions and high retention rates within modern retail grocery chains.
Total Active FTEs
516

Budget Target: 536

Open Requisitions
20 Roles

Q2 Priority Fills Active

Monthly Attrition Rate
1.2%

Optimal Quality Metrics

Annual Voluntary Turnover
9.8%

Best Run-rate in 3 Years

Departmental Headcount & Compensation Allocation

Department Asset Sector Actual FTEs Target Budget Variance Average Base Salary
Manufacturing Operations220225-5$62K
Commercial Sales Fleet9295-3$95K
Supply Chain Logistics4952-3$72K
Corporate Marketing3638-2$88K
R&D / Flavor Dev3134-3$105K
Days Sales Outstanding
41 Days

+3 days above target mix

Inventory Pre-Build
+$330K

Deployment ahead of peak

Pipeline Win Rate
68%

+3pts vs historical base

Total Pipeline
$61.2M

+5.5% expansion MoM

Net Risk-Adjusted Assessment

Top Threats

• Freight Inflation: $2.0M weighted risk
• Regulatory Sugar Tax: $2.1M weighted risk

Top Upsides

• Costco Rollout: +$1.4M opportunity
• Amazon Subscribe & Save: +$1.17M

Strategic Project RAG Tracker

Capital Allocations Budget Spent RAG Status
SAP S/4HANA Migration$4.5M$3.5MOn Track
Bottling Line Automation$5.4M$1.8MOn Track