Why CFOs and Heads of Communications Need to Interpret the Same Numbers Differently
Two teams are preparing for the same earnings call. They are in the same company, have access to the same data, and yet they talk past each other until the last minute. This is not a communication problem. It's a tool problem.
First, because it is crucial: The financial analysis module does not replace a medical, I mean: a business decision. It prepares, structures, and connects. The CFO and Head of Communications retain full control over statements and approvals. This is not a compromise. This is the design principle.
The Scene Everyone Knows
It's 7:45 AM on the morning of the Earnings Call. The CFO is with their numbers. The Head of Communications is with the media reports of the past few weeks. Both are preparing for the same hour. Both see something different.
EBITDA margin 12.4%. One-time restructuring costs, adjusted 14.1%. Long-term trend intact. Bridging statement prepared. The number is explainable.
47 critical articles in the last three weeks. Analysts and journalists classify the development as a warning sign. The question will come. Multiple times. From different directions.
Both are right. And yet they talk past each other until the last minute because their tools depict separate worlds. The core problem is not a lack of numbers. It is the missing connection between numbers and media context.
How auraPress fundamentally changes classic press conference preparation is described in an earlier article on this blog. This post shows the next step: the integration of financial data and media perspective into one briefing.
What Happens When Preparation Fails
Errors in Earnings Call preparation are rarely spectacular. They manifest in the quality of the answers, not in the absence of answers. Three typical scenarios from practice:
An analyst picks up on a topic that has been circulating in the press for two weeks but was not in the CFO briefing. The answer is defensive, unprepared, and generates follow-up questions. This is not an exception; it is the rule.
CFO and Head of Comms communicate the same topic with different messages. Not because they disagree, but because the bridging statement was coordinated too late.
A positive topic from media coverage is not incorporated because no one establishes the connection between the media situation and financial key figures.
These errors do not arise from a lack of preparation by individual teams. They arise from the lack of integration of two processes that have previously run separately.
The AI-powered Earnings Call Workflow: Step by Step
1. Upload Document AI Support
Annual report, quarterly statement, or ad-hoc announcement as PDF or DOCX. The system automatically recognizes document type and structure. No manual preparation, no pre-formatting necessary.
AI: Extracts financial key figures, segment results, comparative periods, and management comments in a structured way from the uploaded document.
2. Select Output Format Human Decides
Seven formats, depending on the use case. From full analysis with 2,500 to 3,500 words to a compact Earnings Prep Package. Language selection DE/EN via the platform settings, no separate translation necessary.
AI: Automatically adjusts the depth, structure, and linguistic register of the output to the selected format.
3. Integrate Media Context AI Support
This is the structural difference from classic financial analysis tools. auraPress accesses current media coverage and identifies which financial key figures or topics are critically, positively, or controversially discussed in the press. This perspective flows directly into the briefing.
At the same time, current market data, peer benchmarks, and analyst estimates from web research are integrated. No separate terminal, no manual lookup.
AI: Links financial key figures with media context. Identifies which numbers require explanation before the analyst asks.
4. Validation AI Support
An internal fact-check verifies the generated statements against the source data from the uploaded document. Deviations or uncertain derivations are marked. This is not an optional quality level, but part of the workflow.
AI: Checks every generated statement against the original data. Marks what is verified and what requires human review.
5. Receive and Approve Integrated Briefing Human Decides
The final document contains financial key figures with peer comparison, anticipated analyst questions based on the media situation, pre-formulated key messages, bridging statements for critical key figures, and defensive talking points. Bilingual DE/EN.
CFO and Head of Communications review, adjust, and approve. The briefing leaves the system with their approval, not the AI's.
Result: A document that integrates both perspectives from the outset. No last-minute reconciliation, no inconsistency between financial communications and press relations.
All Seven Output Formats at a Glance
Not every situation requires the same depth. Each format is tailored to a specific use case in Earnings Call preparation and financial communications:
| Fmt. | Name | Use Case | Status |
|---|---|---|---|
| A | Full Analysis | All business segments, 2,500 to 3,500 words, incl. IR communication recommendations | ✓ Available |
| B | Executive Briefing | Compact quick overview, 500 to 800 words, for board presentations under time pressure | ✓ Available |
| C | IR Quick Facts | One-pager with KPIs, year-on-year comparison, and peer comparison for IR departments | ✓ Available |
| D | Earnings Prep Package Recommended | Anticipated analyst questions, key messages, bridging statements, talking points | ✓ Available |
| E | Press Release Building Blocks | Headlines, lead paragraphs, suggested quotes for communication departments | ✓ Available |
| F | Competitor Analysis | Peer benchmarking with market positioning and current market data | ✓ Available |
| G | ESG Snapshot | Compact ESG profile with ratings for investor days and institutional investors | ✓ Available |
auraIR: when Investor Relations needs to become strategic
The financial analysis module in auraPress addresses the preparation of individual events. auraIR addresses the underlying structure.
IR teams lose time not only in preparing individual earnings calls but also due to a structural problem: a lack of institutional memory. What questions did analyst X ask in the last call? What was the bridging statement on topic Y in Q3? What commitments were made in the last roadshow?
auraIR combines Q&A catalog, analyst intelligence, automated briefing exports, roadshow planning, and Capital Markets Day preparation in one system. Already in use at a listed group.
"The structural difference: auraPress prepares the next earnings call. auraIR builds the institutional knowledge that makes every subsequent earnings call better."
What This Means for Decision-Makers
A continuous AI-supported workflow not only changes the time required. It structurally changes the quality of preparation: more consistent messages, better preparation for critical questions, less coordination effort between the CFO's office and the communications department.
CFO and Head of Communications no longer work with separate briefings that are merged at the last minute. They work with a document that integrates both perspectives from the outset.
We show live how the financial analysis module works for your specific situation, from annual report upload to the finished Earnings Prep Package. For CFOs, Heads of IR, and Heads of Communications of listed companies.
Request Demo →Frequently Asked Questions about Earnings Call Preparation with auraPress
Do I have to manually evaluate the annual report?
No After upload, auraPress automatically handles the entire evaluation. Financial key figures, margins, competitive comparisons, and the media context are linked without manual intervention. An internal fact-check additionally verifies the generated statements against the source data. Approval always rests with the user.
Who is the Earnings Prep Package suitable for?
For CFOs, Heads of IR, and Heads of Communications of listed companies who prepare earnings calls and earnings press conferences. The format explicitly addresses both perspectives: financial communications and media preparation. It replaces neither the CFO nor the communications team but connects their work in a structured document.
How does auraPress differ from a classic financial analysis tool?
Classic tools provide key figures and peer comparisons but no media context. auraPress integrates current media coverage directly into the analysis and derives anticipated analyst questions, bridging statements, and talking points from it. This is the structural difference: not more data, but the right connection between financial data and the communication perspective.
In which languages does the module provide results?
German and English in one pass. Language selection is made via the platform settings in auraPress. Separate translation is not necessary. International press conferences and analyst calls can thus be prepared without additional translation effort.
What is the difference between auraPress and auraIR?
auraPress prepares individual press conferences and earnings calls by integrating media coverage and financial data. auraIR is a standalone platform for strategic Investor Relations: Q&A catalog with institutional memory, analyst intelligence, automated briefing exports, and roadshow planning over several quarters.
Is auraPress GDPR compliant?
Yes. auraPress operates on European infrastructure. Uploaded documents and analysis results are not used for training external AI models. A zero-data retention agreement with the AI provider ensures that no company data is stored. Details at auranexus.ai/datenschutz.