Data Science & Analytics
Executive Report Builder
Translate data science into boardroom language
8
VAL
7
FIT
8
EASE
7
ODOO
7
GC
2
RISK
7.4
Score
Why This Workflow Matters
The business case for implementing this workflow.
The gap between data science insight and executive action is communication. Studies show 60% of data science projects fail to influence decisions — not because the analysis was wrong, but because results were poorly communicated. Data scientists are trained in statistics, not storytelling. Executives need business narratives, not p-values.
The Bigger Puzzle
How AI + Odoo creates something greater than the sum of its parts.
AI + Odoo Synergy
Analysis results feed into the report generator. Executive reports are stored in Knowledge for institutional memory. Recommendations become Project tasks with assigned owners and deadlines. Dashboard widgets surface key metrics for ongoing monitoring. The feedback loop closes when executives can trace every strategic recommendation back to the underlying data and forward to the action taken.
Odoo Apps Activated
Documents
Knowledge
Dashboards
Project
Current Alternatives & Why They Fall Short
The existing solutions and their limitations.
Tableau / Power BI Storytelling
Business intelligence platforms with data storytelling features for creating narrative dashboards.
Tableau: $70/user/month. Power BI: $10-$20/user/month — Plus significant setup time
Limitations
- Visualization-centric, not narrative-centric — charts without context
- No AI-generated business narratives or recommendations
- Requires BI expertise to create effective executive views
- No connection to action tracking — insights don't become tasks
Why RebusAI is Better
RebusAI generates the narrative that gives data meaning — not just charts, but the story, the implications, and the recommended actions. Connected to Odoo Project so recommendations become trackable tasks.
Jupyter Notebooks with Presentation Export
Data scientists use Jupyter notebooks and export to slides, often with RISE or nbconvert.
Free tools — But 5-15 hours per executive presentation
Limitations
- Outputs look technical, not executive-ready
- Requires manual narrative writing and formatting
- No audience adaptation — same output for every stakeholder
- No integration with business systems for action tracking
Why RebusAI is Better
AI transforms raw analysis into audience-appropriate narratives automatically. Executives get business stories, not code cells. Recommendations flow into Odoo Project for execution tracking.
Data Science Consulting Firms
Firms like McKinsey QuantumBlack or Accenture create polished executive deliverables from analytical work.
$10,000-$50,000 per engagement — Consulting rates for communication work
Limitations
- Extremely expensive for recurring reporting needs
- External consultants lack ongoing organizational context
- Slow turnaround — days to weeks per deliverable
- Knowledge leaves with the consultant
Why RebusAI is Better
AI generates executive reports in hours with deep organizational context that improves over time. A fraction of consulting costs for recurring reporting needs. Institutional knowledge stays in the system.
Implementation Approach
How to bring this workflow to life.
Extends the document generation workflow with executive communication templates and automated visualization selection logic. 2-3 week implementation using the existing content pipeline with business-focused output formatting.
Ready to Build This Workflow?
Turn Executive Report Builder into a competitive advantage with RebusAI + Odoo.
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