How it works
The controlled pipeline.
Every piece of data that enters Aveniqra travels through a defined sequence of controlled stages. Nothing reaches a destination without passing each gate.
PIPELINE STAGES
Data enters through controlled paths.
Every file or data payload entering Aveniqra is received through a defined ingestion channel. Each input is fingerprinted, logged and assigned a unique pipeline run identifier before any processing begins.
TECHNICAL DETAIL
Supported ingestion paths: SFTP drop zone, email attachment capture, webhook POST, direct API upload, and native integration connectors. No uncontrolled inputs.
Structured parsers first.
Aveniqra applies deterministic structured parsers to known formats. Extraction assistance is used only where structured parsing is insufficient — and confidence scores are tracked throughout.
TECHNICAL DETAIL
PDF structured extraction, spreadsheet column mapping, CSV normalisation, XML/JSON schema mapping, fixed-width format parsing. Confidence tracked per field.
One controlled representation.
Parsed data is mapped to a canonical schema — a single, consistent representation of the business entity regardless of source format. Field names, data types, date formats and currency representations are all normalised.
TECHNICAL DETAIL
Customer-specific field mappings, date format normalisation (ISO 8601), currency standardisation, code translation tables, supplier ID resolution.
Required fields and schemas are checked.
Every field is verified against the target schema. Missing required fields, incorrect data types, out-of-range values and unexpected formats are flagged before processing continues.
TECHNICAL DETAIL
Required field enforcement, type checking, range validation, pattern matching, reference data lookups, schema version compatibility.
Numbers must agree before data proceeds.
Financial totals are independently recalculated and compared against source values. Line item subtotals, tax calculations and grand totals must all reconcile within defined tolerances.
TECHNICAL DETAIL
Subtotal + tax = total verification. Line item sum checking. Currency conversion reconciliation. Tolerance thresholds configurable per customer.
Validated records reach their destination. Exceptions stop.
Records that pass all checks are routed to the configured destination. Records with unresolved exceptions — unknown SKUs, missing fields, financial mismatches — are held in an exception queue for review rather than proceeding.
TECHNICAL DETAIL
Destination routing rules, exception queue management, priority routing, conditional delivery logic, multi-destination fan-out.
Idempotent delivery with confirmation.
Validated data is delivered to the destination system with idempotency protection — the same record cannot be delivered twice for the same pipeline run. Delivery confirmation is captured and recorded.
TECHNICAL DETAIL
Idempotency key enforcement, delivery retry logic, destination confirmation capture, delivery receipt recording.
Every event is recorded.
A complete audit record is created for every pipeline run. Every ingestion event, parsing decision, validation result, exception raised and delivery confirmation is stored with a timestamp and run identifier.
TECHNICAL DETAIL
Immutable event log, run-level audit records, exception history, delivery confirmations, operator action log.
Architecture
System boundaries.
AVENIQRA PIPELINE
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