Memory recall

Memory recall is one of Demiton's published registers for Australian civil construction. Conclusions Ask Demiton and your workflows have written back to memory. Demiton keeps it current from the systems a contractor already runs and publishes the record's shape as a versioned JSON Schema, so the same question works whichever system produced the record.

Part of Platform in the register catalog.

Register ID

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

Each record is

An eventSomething that happened at a point in time.

Status

AvailableFilled today from connected systems, uploads or public data.

Data

OrganisationPrivate to each organisation's own workspace.

Version

v1 (1.0.3)Current version.

Download JSON SchemaSee an example record

Standards

This register's contract was designed against these standards and laws. Holding these records does not by itself certify compliance.

• Privacy Act 1988Privacy Act 1988 - Australian Privacy PrinciplesAustralia · compilation current at 2026-09 · clause APPs 1-13; ss 6FA, 6FB (sensitive/health information as cited) · public summary
• GDPRGeneral Data Protection RegulationEuropean Union · 2016/679 · public summary
• Privacy Act 2020 (NZ)Privacy Act 2020 - Information Privacy PrinciplesNew Zealand · 2020 No 31 · public summary
• UK GDPRUK General Data Protection Regulation with Data Protection Act 2018United Kingdom · UK GDPR (retained) + DPA 2018 · public summary

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

14 fields: 4 required, 10 optional.

Required

Every record carries these fields.

contentText

The durable conclusion: a chat statement, a run narrative, or a report finding.

Example: Emerald Street Rejuvenation is 56.8% complete against a $…

confidenceNumber

Producer's confidence in the statement.

Example: 0.86

occurred_atDate and timeISO 8601, with time zone

When the remembered event happened (the atom's event time).

Example: 2026-06-30T18:00:00

subject_entity_idText

The subject the memory is about; today always the org-root Entity for narratives and reports, or the resolved entity/project for chat.

Example: org-root:bridgeworks-group

Optional

Present when the source system records them.

domainText

The report's business domain (e.g. finance, operations).

Example: operations

citationGroup of fields

Provenance leaf (shelf, source kind, origin URI, confidence).

report_typeText

The report class.

Example: weekly_project_review

source_typeTextUnit: workflow_run \

report_run \.

valid_untilDate and timeISO 8601, with time zone

Soft-delete/retirement time; NULL means live.

workflow_nameText

Report workflow name, also embedded in content.

Example: Weekly Project Health Report

summary_sourceTextUnit: deterministic fallback)

None.

run_finished_atDate and timeISO 8601, with time zone

When the producing run finished.

Example: 2026-06-30T18:02:00

workflow_run_idWhole number

The WorkflowRun whose completion produced the narrative or finding.

Example: 9021

workflow_run_nameText

Display name of the producing run.

Example record

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

memory_recall.example.json

{
  "confidence": 0.86,
  "content": "Emerald Street Rejuvenation is 56.8% complete against a $2.85M budget, tracking to program with no open safety NCRs in June.",
  "domain": "operations",
  "occurred_at": "2026-06-30T18:00:00",
  "report_type": "weekly_project_review",
  "run_finished_at": "2026-06-30T18:02:00",
  "source_id": "report:9021",
  "source_system": "DEMITON",
  "subject_entity_id": "org-root:bridgeworks-group",
  "workflow_name": "Weekly Project Health Report",
  "workflow_run_id": 9021
}

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/memory_recall/v1.json

Show the full JSON Schema

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