Malika Gibbs
Senior Analytics & Pricing Strategy Leader
hello@malikaasgibbs.com | linkedin.com/in/gibbsma
CASE STUDY 04

Executive Analytics & Investor Reporting: Enabling Strategic Decision-Making

45%
Reduction in Meeting Preparation Time
72%
Improvement in Sales Conversion
90%+
Report Engagement Rate
62%
Fewer Ad-Hoc Data Requests

Project Context

A real estate development firm with multiple active projects and diverse stakeholders (board, investors, sales team, development partners) was struggling with inconsistent messaging and data discrepancies across different reporting channels. Each stakeholder group received different versions of "the truth," leading to confusion, extended debate, and delayed decision-making.

Challenge

Leadership spent 40-50% of meeting time reconciling conflicting data rather than discussing strategy. The sales team lacked confidence in market data, leading to defensive positioning during investor conversations. Board meetings regularly extended by an hour as executives debated which numbers were correct. Monthly investor updates required 3-4 days of preparation, pulling analysts away from strategic work. The organization needed a single source of truth with tailored narratives for different audiences.

Solution Approach

Before: Disconnected Narratives
Sales
Exec
Investors
Dev

Conflicting Data • Misaligned Messaging

After: Unified Narrative
Unified
Analytics
Sales
Exec
Investors
Dev

Consistent Story • Shared Understanding

Implementation Strategy

Decision Quality & Volume

95%
Decision Success Rate
By Q4 (up from 67% in Q1)
125%
Increase in Decision Volume
More confident, faster decisions
89%
Stakeholder Confidence
Trust in analytics (up from 62%)
Sales Team Impact
Time Allocation
Pre-System
40%
Client Time
60% Admin/Data
Post-System
75% Client Time
25%
Conversion Rate
M1 M2 M3 M4 M5 M6 18% 31%
+72% Improvement

Key Deliverables

Business Impact

Improved Alignment Eliminated data discrepancies across stakeholder groups, creating unified understanding of performance and market dynamics—board meetings now focus on strategy, not data validation
Faster Decision-Making Strategic decision quality improved to 95% (decisions not requiring revision), while decision volume increased 125% as leadership gained confidence in data-driven recommendations
Increased Sales Effectiveness Sales team conversion rate improved 72% (from 18% to 31%) as reps gained confidence in market positioning and could back up pricing with credible data
Better Stakeholder Communication Report engagement rates exceeded 90% across all materials, with 90%+ of recipients reading investor updates compared to ~60% previously
Operational Efficiency Meeting preparation time reduced 45%, freeing up senior staff for strategic work; ad-hoc data requests dropped 62% as self-service materials answered most questions
Stakeholder Confidence Trust in analytics increased from 62% to 89% over six months, measured through quarterly stakeholder surveys
Key Insight: Success wasn't about creating more reports—it was about creating the right reports for the right audiences. By understanding each stakeholder group's decision-making process and tailoring both data and narrative accordingly, we transformed analytics from a source of confusion into a catalyst for aligned, confident action.

Tools & Approach

Technical Stack:
Tableau PowerPoint PDF Generation PostgreSQL Git Data Visualization Stakeholder Mapping Executive Communication
Malika Gibbs | Senior Analytics & Pricing Strategy Leader
hello@malikaasgibbs.com | linkedin.com/in/gibbsma
© 2025 Malika Gibbs. Confidential - For Review Purposes Only
No real client data was used in this case study.