Cross Company Context Analysis
Bridge the Gap Between Data and Strategy
Our AI continuously decodes thousands of earnings calls and financial documents to deliver the strategic signals that matter for your next decision.
Strategy work built on what companies actually said. Every answer starts from primary evidence — earnings calls, guidance and management commentary — rather than desk research or second-hand summaries.
What the platform does
Context Elite reads corporate earnings calls and compares them across companies. From each call it extracts what management committed to, the guidance they gave, the statements they made about each business function, and the questions analysts asked. Because every company is read the same way, the same topic can be lined up across a whole peer group: who is investing, who is under pressure, and where an entire industry keeps naming the same problem.
- Companies — a page per company with what it said on its most recent calls, grouped by business function.
- Earnings calls — statements, guidance and analyst questions extracted from each call and checked against the source.
- Executives — how the people running these companies speak, measured across their calls.
Figures, guidance and quotes are counted from the source. Interpretation is labelled as interpretation, so a reader can always see which is which.
Consulting, grounded in what companies actually said
We work with you directly on the questions below. Every engagement is built on primary evidence — earnings calls, guidance and management commentary — rather than desk research.
01 — Market & competition
Understand the field you are operating in.
- Competitor analysis. Who your rivals are really investing in, what they have committed to publicly, and where their own management admits they are under pressure.
- Market analysis. How your market is moving, which forces management teams across the sector keep naming, and what that means for your position in it.
- Open gaps in the market. Demand nobody is serving well — needs raised repeatedly across an industry that no incumbent has committed to answering.
02 — Strategy & growth
Decide where to go, and what each route costs.
- Strategy analysis. A clear read on your strategic position, the moves available to you, and what each would cost you to pursue.
- New product ideas. Concrete product and service directions, drawn from unmet needs and from what competitors are signalling they will build next.
- Consultancy on your topic. If your question does not fit the list, bring it to us. The method travels: define the question, gather evidence, answer it plainly.
03 — Operations & organisation
Build the capability to actually get there.
- Supply chain problems. Where your supply chain is exposed, how comparable companies have described and fixed the same constraints, and what to do first.
- AI integration consultancy. Where AI would actually pay off in your operation, which processes are worth automating first, and what it takes to run it once built.
- Analysis for HR. Hiring signals, headcount direction and organisational change across your sector — what peers are staffing up, and what they are cutting.
How we work
- We start from primary sources. Earnings calls, guidance and management commentary — what companies said themselves, on the record, rather than what was written about them afterwards.
- We separate what is counted from what is judged. Figures, guidance and quotes are extracted and checked against the source. Interpretation is labelled as interpretation, so you can always see which is which.
- We work the question, not a template. Each engagement starts from the decision you actually face. Evidence is gathered to answer that, rather than fitted into a standard report shape.
- You get something you can act on. A clear answer, the evidence behind it, and the trade-offs of each option — in a form you can take into a room and defend.
Latest reports
One Person, One Billion Dollar Company — market analysis and strategic insights on building billion-dollar enterprises, and how AI-driven tools and culture enable individuals and companies to achieve more. Featured in Forbes.
Who you would be working with
- Engin Caglar, strategy consultant — a background in electrical engineering and an MBA, and decades of global management experience in senior positions at Honeywell, Siemens and Pentair.
- Onur Efe Caglar, software developer & system architect — designed and built the Context Elite platform, its data pipelines and the analytical logic that runs over it.
Get in touch
Describe the decision in front of you. engin@oldschool.ag · Contact page