LIBERTY HILL, Texas - s4story -- Systemores LLC today announced a significant scaling of its behavioral intelligence ecosystem, surpassing 5,000 active profiles within the Systemores Public Behavior Directory. Alongside this volume milestone, the company has implemented a deterministic translation layer that maps its proprietary 21-trait architecture to the globally recognized Big Five (OCEAN) framework via the IPIP-NEO-120 domains.

This integration provides a dual-lens perspective on "Social Signatures." By translating high-fidelity linguistic and digital signals into the Five-Factor Model (Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism), Systemores offers institutional partners an alternative, standardized benchmark to validate internal behavioral data.

"Scaling to 5,000 profiles is a validation of the 'Architecture over Prompting' methodology," said Bob Carilli, Founder and CEO of Systemores. "We are not just collecting data; we are mapping the deterministic infrastructure of decision-making. By integrating the IPIP-NEO-120 domains, we provide a mathematical bridge between our proprietary signal detection and the most established psychometric framework in the world."

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The expansion includes a massive influx of specialized cohort analyses, providing deep-dive behavioral mapping across high-stakes industries and cultural sectors. The updated Report Repository now features comprehensive datasets on:

• Professional Athletics: A specialized cohort for the NFL, analyzing the behavioral signatures of elite performance and leadership under pressure.
• Creative & Media: Expanded profiles of Actors, Actresses, Musicians, and Authors, identifying the archetypal patterns behind cultural influence.
• Executive & Culinary Leadership: New cohorts focusing on world-renowned Chefs and Presidents, mapping the "Operative" and "Architect" traits required for high-output environments.

The Systemores engine operates on the principle that behavioral identity is sovereign. The system bypasses self-reported survey bias by utilizing Open-Source Intelligence (OSINT) to identify the "Autopilot" and "Reflex" patterns that drive public-facing behavior.

"If the internal architecture of an organization or a leader is invisible, AI-driven scaling will only automate chaos," Carilli added. "The Public Behavior Directory makes the invisible visible. With the addition of the OCEAN framework, stakeholders can now quantify behavioral drift using both our proprietary traits and the global standard."

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This update follows the continued momentum of Carilli's work, BEHAVIORAL CAPITAL: The Invisible Architecture of Decision-Making, which provides the technical and philosophical framework for the Scan Signals Behavior OS.

The expanded directory and the new cohort reports are available for exploration at profile.systemores.com/directory.

About Systemores

Systemores LLC is a behavioral systems research and modeling firm based in Liberty Hill, Texas. Through the Systemores Core engine, the company identifies and predicts the hidden behavioral architectures that shape performance, reputation, and decision-making in complex global environments.