Native exploration
Context Builder
A walkthrough of the six blocks of a Context Brief, using the Pernambuco textile pole as the worked example.
Demonstrator
- Contains
- Context name, scope, strategic focus, guiding prompts, key tensions, PESTEL weights, out-of-scope, quantitative claims.
- Gate
- Model-assisted; clarification gate stops the run when the brief is ambiguous.
- Worked example
- Polo Têxtil de Pernambuco: Agreste apparel pole, focus on platform competition and formalisation, weights on Economic and Legal.
- Contains
- Actors (producer, distributor, retailer, institution, government, buyer) and flows, with leverage and bottleneck markers.
- Gate
- Model-assisted; relations must use the closed vocabulary or are recorded as unsupported.
- Worked example
- insumos → fiação → tecelagem → beneficiamento → confecção → distribuição, plus máquinas/aviamentos and serviços especializados.
- Contains
- Municipal indicators for each locality in scope.
- Gate
- Deterministic. Read from the CLARA registry; no model involved. Municipalities are matched by IBGE code, never by name.
- Worked example
- Caruaru, Toritama, Santa Cruz do Capibaribe: population, establishments, employment, IPS.
- Contains
- Which actors matter for the strategic focus, and why.
- Gate
- Model-assisted with citation audit: every citation must resolve to a downloaded document body.
- Worked example
- Cross-border platforms, Agreste manufacturers, Receita Federal, SEBRAE, European buyers.
- Contains
- Signals with intensity, horizon, direction, exposed actors, cross-signal patterns and open questions.
- Gate
- Model-assisted; numeric claims anchored deterministically before any judge model looks.
- Worked example
- In-country fulfilment hubs; parcel taxation; informality divergence; DPP requests.
- Contains
- Resolved legal entities, key persons and unresolved actors.
- Gate
- Registry-first resolution behind a corroboration gate; refusal is a valid, recorded result.
- Worked example
- Named roles at the port authority, associations and platforms; several actors left unresolved with reasons.
After Block 5, an integrity test runs over the finished brief. The brief can then be presented as a document, a print export or a holographic scene.