# MEKreflect

MEKreflect connects operational knowledge with applied AI research to build useful working systems and help people direct, question and improve them.

Founder-led consultancy and applied research practice by Haris Mekic.

## Public material
- https://mekreflect.com/research/ Research agenda and development notes
- https://mekreflect.com/case-studies/ Anonymous case studies
- https://mekreflect.com/method/ SOAP approach
- https://mekreflect.com/data/research.json Full public research summaries
- https://mekreflect.com/data/case-studies.json Full public case summaries
- https://mekreflect.com/data/method.json Operating method
- https://mekreflect.com/transparency/ Evidence and privacy

Read each observation with its method and limits. Prototypes and controlled experiments do not establish enterprise adoption, broad safety or world prediction. No private databases, chat archives, credentials or confidential documents are exposed. The handoff exhibit replays selected observations; it is not live inference.

## Research observatory
- https://mekreflect.com/benchmarks/ External model and benchmark records
- https://mekreflect.com/evaluations/ OBSERVER8 operational evaluations
- https://mekreflect.com/papers/ Primary research reading desk
- https://mekreflect.com/topics/geopolitics/ Global AI questions
- https://mekreflect.com/topics/balkans/ Regional research agenda
- https://mekreflect.com/sources/ Source freshness and attribution
- https://mekreflect.com/data/intelligence.json External source snapshot
- https://mekreflect.com/data/operational-evaluations.json Own bounded results
- https://mekreflect.com/feed.xml Research updates

External results retain their original provenance and are not MEKreflect reruns. Regional research is an agenda, not a completed survey. Subscription and consultation data are private and not available to agents.

## Open implementations
- https://mekreflect.com/open-research/ Source catalogue and case studies
- https://mekreflect.com/data/open-research.json Structured source catalogue
- https://github.com/Haris88m/mekreflect-labs Reviewed research packages, provenance and local tests

Read package-specific reuse notices. Synthetic tests and historical hosted observations are distinct evidence types.