Data Lake · Raw Ingestion & Processing

Where the architecture meets the world.

Preserves raw streams and captures.

Păstrează fluxurile și capturile brute.

cidalake.com is the ingestion tier of the Central Intelligence Data Architecture. It accepts material in whatever shape reality provides it — filings, sensor streams, transcripts, images, telemetry, scanned documents — and holds it immutably at full fidelity, with lineage recorded from the first byte.

Powered by RONOR — Sovereign Intelligence Operating Runtime operating under constitutional and operational control.
Ingestion · Live streams Flowing
FILINGS · SEC / RECOM / EU TELEMETRY · GRID / SENSORS DOCUMENTS · PDF / SCANS TRANSCRIPTS · AUDIO / VIDEO MARKETS · TICKS / FILINGS RAW ZONE immutable · lineage
18.4 TBIngested / 24h
2,140Active sources
0Lineage gaps
Design principle

Never transform on the way in.
Never lose the original.

Most data platforms destroy information at ingestion — normalising, truncating and coercing before anyone knows which details will matter. The CIDA Data Lake does the opposite: it lands material unchanged in an immutable raw zone, then derives refined representations downstream, each one traceable back to the byte-exact original.

Land first, interpret later

Raw payloads are written once, checksummed and sealed against modification. Interpretation is a downstream concern, and interpretations can be recomputed when methods improve.

Schema on read

Structure is inferred and versioned rather than imposed. When an upstream source changes format, ingestion continues and the schema drift is recorded as an event instead of a failure.

Lineage from byte zero

Source identity, retrieval timestamp, transport, checksum and jurisdiction are attached at the moment of capture — the foundation on which Cortex confidence scoring depends.

Batch and stream, one model

Continuous feeds and periodic drops are handled by the same processing semantics, so a late-arriving batch does not produce a different result than a real-time stream.

Zoned storage

Raw, refined and curated zones with distinct retention, access and cost profiles. Promotion between zones is an explicit, governed operation rather than a side effect.

Residency-aware

Material is landed in the jurisdiction its licence and regulation require, and the Control Plane refuses egress that would violate residency policy.

ETL Pipelines

Four stages from raw byte
to cortex-ready material.

Every artefact travels the same governed path. Each stage is idempotent, independently observable and fully reversible — a pipeline can be replayed from any point without contaminating the record.

Stage 01
Capture
Connector-based retrieval with rate awareness, retry semantics, checksum verification and immediate sealing into the raw zone.
Stage 02
Extract
Text, tables, entities and metadata recovered from documents, audio, imagery and binary formats — original preserved untouched.
Stage 03
Normalise
Units, identifiers, currencies, jurisdictions and time bases reconciled into canonical form with every mapping recorded.
Stage 04
Promote
Refined artefacts published to the Archive for indexing and to the Cortex for entity resolution and confidence scoring.
Pipeline · Current run Executing
Capture2,140 sources polleddone
ExtractOCR + ASR + parsersdone
Normaliseunits · ids · time bases68%
Promoteto Archive + Cortex22%
Schema drift eventsrecorded, non-blocking3 open
pipeline.yaml
source: "eu-regulatory-filings"
jurisdiction: "EU"
residency: "eu-central"

capture:
  mode: "stream+batch"
  checksum: "sha-256"
  seal: true          # immutable raw zone

extract:
  ocr: true
  tables: "structural"
  preserve_original: true

normalise:
  units: "si"
  currency: "as-reported + eur"
  record_mappings: true

promote:
  targets: ["archive", "cortex"]
  on_drift: "record-and-continue"
Lineage

Provenance is not metadata.
It is the product.

A confidence score is only meaningful if the evidence beneath it can be located, re-read and re-verified. The Data Lake exists so that every claim the Cortex publishes can be walked back to a specific byte range in a specific artefact retrieved from a specific source at a specific moment.

  • Immutable raw zone. Sealed on write, checksummed, never edited in place.
  • Derivation graph. Each refined artefact records the exact transformation and version that produced it.
  • Replay from any stage. Improved extraction methods are applied retroactively without re-fetching sources.
  • Retraction propagation. When a source is withdrawn, every downstream derivative is flagged automatically.
Lineage · artefact 0x4f8c21 Verified
Sourceauthority · licenceEU register
RetrievedUTC timestamp2026-08-02 04:11
Checksumsha-256 prefixa91f 4d2c 77be
Raw zoneresidencyeu-central
Extractionversionocr-v7 · tables-v3
Promoted todownstream componentsArchive · Cortex
Seal integritycontinuous verificationIntact
Coverage

Unstructured is the default case.

The overwhelming majority of decision-relevant material arrives in forms that resist tabulation. The Data Lake is designed for that reality rather than treating it as an exception.

ClassExamplesExtractionFidelity
DocumentsFilings, contracts, prospectuses, scansLayout-aware OCR, structural table recoveryOriginal preserved byte-exact
Streaming telemetryGrid frequency, sensor arrays, market ticksWindowed aggregation with raw retentionFull-resolution raw retained
Audio & videoEarnings calls, hearings, interviewsDiarised transcription with timecodesMedia retained alongside transcript
ImagerySatellite, site inspection, schematicsFeature detection, geo-referencingSource resolution unchanged
Structured feedsRegisters, APIs, statistical seriesSchema inference and drift trackingPayload archived as received
CIDA · Central Intelligence Data Architecture

The Lake feeds the Cortex.

Ingestion is stage one of five. Material captured here is refined and indexed by the Archive, protected where sensitive by the Vault, governed throughout by the Control Plane, and finally resolved into intelligence by Continuumpedia — the Cortex of the architecture.

Pipeline access

Bring us your difficult sources.

Ingestion is scoped per source: licence terms, retrieval cadence, residency, retention and extraction requirements are agreed before a connector is provisioned. Awkward formats are the normal case, not an obstacle.

Request Pipeline Access Request a Briefing

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