Open Research · Intelligence Infrastructure

webOwie Research

Open Research, Intelligence Infrastructure and Applied Systems Engineering. We document local-first AI, OSINT, SOCMINT, marketing intelligence, cybersecurity, automation and secure infrastructure with an emphasis on traceability, reproducibility and operator control.

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Research identity

Public researcher identity, affiliation and persistent verification records.

Primary researcher · webOwie Research

David Puchalla

Independent Researcher · System Architect

David Puchalla conducts independent research within webOwie Research, a researcher-led independent research initiative focused on intelligence systems, AI-assisted research and digital information analysis.

Research focus: OSINT · SOCMINT · Marketing Intelligence · AI-assisted Research · Intelligence Orchestration · Human-AI Teaming · Digital Risk & Information Integrity · Cybersecurity · Local-first AI · Research Automation · Secure Infrastructure · Systems Architecture.

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ORCID 0009-0002-0223-0929 ResearchID rid166406 Preprint v1.0 · DOI reserved Von OSINT zu Marketing Intelligence · 10.5281/zenodo.21967847 GitHub webOwie organization

Research areas

Current research themes grouped by function rather than by tool.

Open & Social Intelligence

OSINT, SOCMINT, source validation, provenance, entity context, social signals and evidence-oriented information analysis.

Marketing & Decision Intelligence

Marketing Intelligence, Intelligence-to-Content, decision support, timing, feedback learning and measurable market communication.

AI-assisted Research

Human-AI teaming, intelligence orchestration, agent architectures, model routing and reproducible research automation.

Cybersecurity & Digital Risk

Digital Risk & Information Integrity, defensive architecture, resilience, evidence handling and security automation.

Local-first AI & Infrastructure

Locally operated models, secure infrastructure, private networking, virtualization and privacy-aware inference under operator control.

Systems Architecture

Modular systems with explicit interfaces, orchestration boundaries, interoperability, observability and operator control.

Current research & development

Active R&D is labeled as such. Unfinished work is not quietly promoted into a publication.

Active R&D

webOwie Intelligence-to-Content

Research on an adaptive loop connecting acquisition, evidence, intelligence, decisioning, generation, activation and feedback under explicit governance boundaries.

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Active R&D

OSINT Research Stack / DIBA

A modular research environment for discovery, collection, provenance, source quality, validation, analysis and evidence-oriented workflows.

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Active R&D

webOwie Infrastructure Client

A local operator-facing client for infrastructure, intelligence workflows and technical administration.

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Active R&D

Proxmox & Local AI Infrastructure

Automation concepts for local inference, deployment, networking, DNS, certificates and security-aware infrastructure operations.

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Research outputs

Structured indexes with provenance and metadata requirements.

PublicationsPreprints, papers, technical reports and persistent records SoftwareResearch software and reproducible tooling DatasetsDocumented datasets with provenance and licensing MethodsRepeatable technical and research procedures Research NotesClearly labeled working notes and technical observations

Research principles

Open where possible. Local where necessary. Reproducible by design.

Research and technical development should remain traceable, auditable, privacy-aware, modular and controllable by the operator.

Affiliation & source integrity

Verifiable research identity

This portal documents only affiliations, identifiers, research outputs and qualifications that can be represented by a source record or a webOwie-controlled organizational record. It does not claim academic, governmental or other institutional affiliations not independently supported by evidence.

CITATION.cff · Source repository