What Altibbe has identified.
Product information systems have a structural gap. The information that exists at the producer level — about origin, practices, testing, claims, and gaps — does not travel in a form that remains readable, comparable, or useful across markets, institutions, consumers, and research contexts.
Altibbe Research documents this gap through the SGPIS series. Each paper addresses one dimension of the problem: nutrition labelling, certification thresholds, trade corridor information, geographic indication, or system-level intelligence gaps. The research is the foundation. HEDAMO is the applied methodology that structures the producer-level information layer the research identifies as missing.
Health is the first public-interest reason the disclosure gap matters. When product-level health attributes cannot travel with a product — cannot accumulate across system boundaries — public health, consumer understanding, and institutional procurement all operate with less information than they need.
Structural Gaps in Product Information Systems.
Selected papers from an ongoing series.
What the Product Knows: India's Missing Intelligence Layer
India's documentation stack answers admissibility but not intelligibility. This synthesis maps the non-accumulation mechanism, why TraceNet was not generalized, and what any viable structural response would require.
Geographic Indication Without Disclosure Depth
GI systems protect origin names effectively, but they do not document producer-level attributes. This paper examines the structural consequences for trade, buyers, and producers.
The Information Gap in Food Trade Corridors
Food trade corridors run on documents built for clearance, not communication. The gap is structural: products move through borders faster than producer-level information can travel with them.
Single-Score Nutrition Labels
Moreover, single-score reductionism systematically penalizes traditional and minimally processed cultural foods while disproportionately rewarding highly engineered formulations. By replacing nuanced human interpretation with opaque algorithmic compression, current labeling paradigms create friction in international trade, distort consumer decision-making, and fail to reflect granular dietary realities.
Certification as Minimum Threshold: Why Quality Systems Establish Acceptability, Not Differentiation
Certification establishes a minimum threshold; it does not explain what distinguishes one producer from another. This paper diagnoses the structural gap and proposes information-layer approaches.
The research is the foundation. HEDAMO is the disclosure methodology built from it.
Future scope testing may examine adjacent categories — cosmetics and textiles — where producer-declared origin, inputs, and health-adjacent attributes are similarly absent from buyer-facing information.