01 / THE FOUNDATION15+ YEARS OF ENGINEERING & RESEARCH

Built on research. Shaped by engineering. Driven by unanswered questions.

RECOOMNI was founded on more than 15 years of engineering, information technology and scientific research, spanning academic and doctoral work, research institutions and demanding industrial environments. Its founder brought a researcher's mindset into industry: question established assumptions, investigate the foundations of complex systems, and pursue better approaches where existing solutions fall short.

THE RESEARCH / 001

02 / THE PERSPECTIVEFROM RESEARCH TO REAL-WORLD SYSTEMS

Different disciplines. Different systems. The same determination to go deeper.

WAF & data scienceScanner engineeringSecurity analyticsOffensive automation

The experience behind RECOOMNI extends from scientific research and engineering into cybersecurity product development, including data science for web application firewalls, vulnerability scanner engineering, security analytics and offensive automation. Working with complex enterprise systems revealed recurring limitations across Vulnerability Management, ASM and EASM — from incomplete asset discovery and unreliable context to scanning technologies constrained by their own design and inputs. Rather than accept those limitations as inevitable, RECOOMNI's founder began pursuing independent research and development to challenge the assumptions behind them.

THE EXPERIENCE / 002

03 / THE GAPWHERE THE ASSUMPTIONS BEGIN

More tools.
More findings.
Not necessarily more understanding.

External assets, identities, ownership clues and scanner results are too often treated as disconnected pieces of evidence. When that context is missing, automation does not eliminate uncertainty. It can simply reproduce it at greater speed.

THE OBSERVATION / 003

04 / RECOOMNIINTELLIGENCE BEFORE EXECUTION

Understand the exposure.
Then decide what to scan.

RECOOMNI is being developed around pre-scan intelligence: linking public evidence, external asset discovery, attribution and technical context into more deliberate, scanner-ready recommendations. The aim is not another scanner. It is a more informed starting point for the tools already doing the work.

THE DIRECTION / 004

05 / WHAT COMES NEXTRESEARCH IN PROGRESS

A clearer picture is coming into focus.

RECOOMNI is in development. Research notes, engineering decisions and release updates will be shared as the system takes shape — a project of marcoderspace™ studio.

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