Market intelligence

Demand, competition and pricing signals for a sector or region.

Part of Opportunities in the register catalog.

Register ID

market_intelligenceUse this name to ask for the register. The API calls it a shelf ID.

Each record is

A stateThe current value of something, replaced when it changes.

Status

DeclaredDefined, and fills when a source produces its first record.

Data

OrganisationPrivate to each organisation's own workspace.

Version

v1Current version.

Download JSON SchemaSee an example record

Standards

This register holds records these standards and laws ask for. Holding them does not by itself certify compliance.

• OCDSOpen Contracting Data StandardInternational

Connectors

Connected today

Demiton keeps this register current from these systems now.

No system fills this register yet.

On the roadmap

Systems in the planned connector rollout that can fill this register. Partial means the system holds only some of its fields.

None planned yet.

Fields

17 fields: 10 required, 7 optional.

Required

Every record carries these fields.

shelf_typeText

The shelf identity this atom belongs to; today the write lands on the suffixed per-atom value while the declared pattern key is market_intelligence (:671)

Example: market_intelligence

memory_typeText

This is a durable conclusion, not an event.

Example: conclusion

organization_idWhole number

The tenant whose ABN and work types were scanned; the shelf is store=tenant, data_scope=operations

Example: 3102

subject_entity_idWhole number

The org entity the atom is anchored to; the anchor the shared helper resolves.

Example: 3102

snapshot_idText

Stable per-run identity, today market_snapshot:{org_id}:{YYYY-MM-DD} (:609) and repeated as citation.external_ref (:638)

Example: market_snapshot:3102:2026-07-01

source_systemText

Canonical origin of the synthesis; today "DEMITON"

Example: DEMITON

generated_atDate and timeISO 8601, with time zoneUnit: ISO-8601

When the snapshot was produced; today run_date in structured (:624) and valid_from (:612)

Example: 2026-07-01T02:00:00Z

contract_countWhole numberUnit: count

How many awarded contracts the scan matched.

Example: 14

total_value_audDecimal numberUnit: AUD

Sum of value_aud across matched contracts (:591)

Example: 8250000

sourcesList

Which retrievals contributed (AusTender / CKAN / ACT)

Optional

Present when the source system records them.

austender_countWhole numberUnit: count

Federal contribution.

Example: 3

ckan_countWhole numberUnit: count

State-portal contribution.

Example: 11

socrata_countWhole numberUnit: count

ACT/Socrata contribution; present in the Redis payload (:251) but not in the fact today.

valid_fromDate and timeISO 8601, with time zoneUnit: ISO-8601

Currency of the conclusion.

contentText

The human-readable summary sentence (:595–601)

Example: Bridgeworks Group's covered QLD councils awarded 14 civil…

confidenceDecimal number

Producer confidence; fixed at 1.0 today (:615, :651)

Example: 1

workflow_run_idWhole number

The run that produced the snapshot (:614)

Example record

A sample from Bridgeworks Group, Demiton's demonstration company. The values are illustrative; the shape is exactly what the contract describes.

market_intelligence.example.json

{
  "austender_count": 3,
  "ckan_count": 11,
  "confidence": 1,
  "content": "Bridgeworks Group's covered QLD councils awarded 14 civil contracts worth $8.25M in the trailing 12 months.",
  "contract_count": 14,
  "generated_at": "2026-07-01T02:00:00Z",
  "memory_type": "conclusion",
  "organization_id": 3102,
  "shelf_type": "market_intelligence",
  "snapshot_id": "market_snapshot:3102:2026-07-01",
  "source_system": "DEMITON",
  "sources": [
    "austender",
    "ckan"
  ],
  "subject_entity_id": 3102,
  "total_value_aud": 8250000
}

Use this contract

The contract is a standard JSON Schema (draft 2020-12) document, so any JSON Schema validator can check a record against it. Keywords starting with x-demiton- add Demiton's own meaning, such as units and requiredness, and validators ignore them.

Schema URL

https://docs.demiton.io/registers/market_intelligence/v1.json

Show the full JSON Schema

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