Roadmap

The FT50 Meta-Analysis Program

50,000+ articles. Four studies. Running on the platform itself. The platform is the instrument, the program is the science, the publications are the evidence.

50,000+
Articles in Corpus
4
Studies
50
FT50 Journals

The Program

Four studies at 50,000+ articles

Each study uses the platform as its primary research instrument, demonstrating capabilities while producing publishable scholarship.

Study 1

Pilot

Meta-Analysis of FT50 Scholarship

The November 2022 inflection point as a structural break.

Comprehensive meta-analysis of FT50 journal publications examining the structural break in research patterns following the November 2022 inflection point.

  • ›Theory library seeding
  • ›Constructs and variables library
  • ›Methodological pattern identification

Study 2

Ready for Pilot

Industry Applicability Review and Executive Summarization

Three value paths for academic research translation.

Systematic review and executive summarization of FT50 research for industry applicability.

  • ›Executive access to FT50 insights
  • ›MBA and undergraduate curriculum grounding
  • ›Practitioner translation

Study 3

In Development

Computational Research Gap Identification

Scaled research gap analysis for university research programs.

Computational identification of research gaps using OpenAlex and Semantic Scholar cross-reference, scaled to coordinated university research programs.

  • ›Institutional research coordination
  • ›Doctoral program gap mapping
  • ›Cross-disciplinary opportunity identification

Study 4

Research

AI-Augmented Research Design

The platform as research instrument.

Methodological study of AI-augmented research design using the platform itself as the research instrument. Pre-registration noted when in place.

  • ›Platform validation
  • ›Methodology contribution
  • ›Reproducibility demonstration

Development Phases

What we are building, by phase

Commitments backed by working capability, not aspirations. Five phases of development from foundation through qualitative research.

Phase 1Operational

Foundation

  • •Full 32-step research lifecycle
  • •Literature review automation
  • •Theory management system
  • •Citation provenance architecture
Phase 2Pilot

Meta-Analysis

  • •FT50 corpus analysis
  • •Cross-study synthesis
  • •Pattern extraction
  • •Gap identification algorithms
Phase 3In Development

Quantitative

  • •Statistical analysis integration
  • •Data visualization
  • •Reproducibility artifacts
  • •PRISMA/STROBE/CONSORT alignment
Phase 4Planned

Intelligence

  • •Adaptive methodology engine
  • •Real-time source reweighting
  • •Instrument calibration
  • •Multiverse analysis
Phase 5Research

Qualitative

  • •1,000+ generative AI personas
  • •Nationally representative survey data calibration
  • •Pre-human instrument validation
  • •Global expansion roadmap

Evidence

Publications and evidence catalog

Peer-reviewed output produced through the platform

Western Economic Association International
American Marketing Association

Peer-Reviewed Conference Proceedings

  • •WEAI 2026: Western Economic Association International Conference 2026
  • •AMA Summer Conference 2026: American Marketing Association Summer Conference 2026

Founder Dissertation

Worked example demonstrating the workflow. In progress at Daniels College of Business, University of Denver.

Pilot Case Studies

Structure in place. Case studies added as they accumulate from pilot participants.

Ready to join the research program?

Schedule Strategic ConversationExplore Pilot Enrollment