01 / DATA
Structured football data
Fixtures, team identities, schedule changes and market reference data are normalized into deterministic research inputs.
Independent technology & AI research studio
Building auditable football intelligence.
Duringa Craft is developing Football Intelligence Engine — an AI-assisted football research and decision-support platform built around structured data, historical signals, reference market information and reproducible evidence.
Football Intelligence Engine
Research infrastructure before predictions.
The system is designed to make football analysis inspectable rather than opaque. Data quality failures are recorded explicitly, source evidence is preserved, and research outputs are intended to be reproducible and reviewable.
02 / EVIDENCE
Auditable evidence
Source snapshots and data-quality states are preserved so important analytical decisions can be traced back to their inputs.
03 / AI
AI-assisted analysis
Large language models are being evaluated for research synthesis, anomaly investigation, explanation and natural-language interaction.
Principles
Reliability is part of the product.
The project is being built with a controlled validation process: deterministic team mapping, explicit unmatched-fixture states, frozen evaluation universes, versioned schedule changes and isolated test accounting.
No silent failures
Unmatched or invalid observations are surfaced as explicit states instead of disappearing from the research sample.
Reproducible evaluation
Evaluation criteria are defined before a trial begins so results can be interpreted against pre-registered thresholds.
Human-reviewed identity
Provider-specific team identities are reviewed and approved to avoid runtime fuzzy matching in critical research workflows.
Current status
Controlled research & validation stageFootball Intelligence Engine is not presented as a finished consumer product. The current focus is validating data acquisition, identity resolution, evidence retention and research methodology before broader productization.
OrganizationDuringa Craft
ProjectFootball Intelligence Engine
FocusFootball research infrastructure
StageValidation
Contact
Interested in the project?
Founder contact for technical, partnership and startup-program inquiries.