Onur Efe Caglar
Software developer & system architect
Designed and built the Context Elite platform — backend infrastructure, system architecture, the data pipelines behind the evidence base, and the analytical logic that runs over it.
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.
5,200+Companies analysed, in 61 countries
13,100+Earnings calls analysed
479,000+Insights by business function
86,000+Analyst questions parsed
What you can use
One evidence base, read the same way for every company, and six ways in: browse it, brief your departments from it, buy its M&A plans as a list, ask it questions, or connect your own AI assistant to it.
Free · more with ProCompaniesEvery analysed company and what it said on its latest calls, by business function. Pro adds every category, the side-by-side grid and exports.Open →From $5 a searchMarket MovesDescribe your business and get a research plan and a briefing for each department, built from what your customers, suppliers and rivals said.Open →$60 · one Excel fileM&A ListThe M&A plans of 3,856 companies from their latest calls: who wants to buy, who wants to sell, and the deals they named.Open →MCP plans from $45 a monthMCP serverConnect Claude, Cursor or any AI assistant to the same evidence. MCP Pro $45, MCP Elite $180, MCP Enterprise $1,000, or a custom inquiry for larger needs.Open →FreeExecutivesHow the people running these companies speak: how much they answer unscripted, how often they reach for figures, measured against their peers.Open →
See every plan. Need something larger or different? Write to us below.
What we do for you
We also work with you directly on the questions below, as custom work from $300. Any other question is welcome too.
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.
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.
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
- 1
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.
- 2
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.
- 3
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.
- 4
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.
What the evidence is made of
- 01Open
Companies
Sector, country, size and financials for the companies we track.
- 02Open
Earnings calls
The full call for each quarter we hold — prepared remarks and the Q&A that followed.
- 03Open
Statements
What was said on the call, verbatim, grouped by theme and checked against the source.
- 04Open
Analyst questions
Every question asked, who asked it, and how management answered.
- 05Open
Executives
How each person communicates — measured from their own words across every call.
Who you would be working with
Two people who answer your message and do the work themselves.
Engin Caglar
Strategy consultant
A strategy consultant with a background in electrical engineering and an MBA, and decades of global management experience in senior positions at Honeywell, Siemens and Pentair. Shapes the strategic direction of the work and what it is worth to the people using it.
Get in touch
Browse the evidence, or bring us the decision you are facing. We tell you plainly whether we are the right people for it, and we typically respond within 24 hours.