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Built on Decision Intelligence

Nabla-X AuditSentinel

Compliance evidence, generated as you build.

Turns the explainability and monitoring data Nabla-X products already produce into continuous, regulator-ready documentation — model risk registers, bias audits, EU AI Act and ISO 42001-mapped reports — instead of a once-a-year scramble.

Illustrative report excerpt — target output, not a real run
Model Risk RegisterAuto-populated from Data Reliability anomaly events for model "credit-scoring-v4"
Bias AuditFlagged: approval-rate disparity across two demographic segments exceeds threshold
EU AI Act MappingArticle 9 (risk management system) — evidence gap: no documented human oversight step
ISO 42001 MappingClause 8.2 (AI risk assessment) — partially satisfied, missing periodic review record

Core Capabilities

Continuous Evidence Generation

Builds compliance documentation as monitoring data accumulates, not once a year under deadline pressure.

Regulator-Format Mapping

Maps internal telemetry directly to EU AI Act and ISO 42001 clause structures, not a generic report.

Gap Flagging

Surfaces exactly which requirement lacks supporting evidence, rather than a pass/fail summary.

How AuditSentinel Would Work

Planned design — the ledger accumulating into a final compliance package. This pipeline does not exist yet.

Planned Accumulation Pipeline

not yet built
1

Ingest Explainability & Monitoring Data

Pulls model risk signals from Decision Intelligence and anomaly events from Data Reliability as they're produced.

queryexplain.anomalyclausesign-off
2

Map to Regulatory Frameworks

Matches accumulated evidence against EU AI Act, ISO 42001, and other applicable frameworks' clauses.

3

Generate Regulator-Ready Reports

Produces the documentation a compliance team would otherwise assemble by hand under deadline pressure.

evidence accumulating over time
Regulator-Ready Compliance Package

How AuditSentinel Would Think

How raw signal becomes one sealed ledger entry — the reasoning approach this concept is designed around, not a working pipeline.

Evidence Entry Builderillustrative — merge logic not yet designed
Decision Intelligence event

Explainability record for "credit-scoring-v4" — not yet real.

Data Reliability event

Anomaly / monitoring signal for the same model — not yet real.

merged
Evidence entry
links: 2 source events
clause: EU AI Act, Art. 9
gap: no oversight record
Rule

No line in a generated report without a traceable source — every entry keeps its links back to the events it was built from.

Evidence, Not Assertion

Every claim traces back to a specific monitoring event or explainability record. No claim without a source.

Built on What Exists

No separate detection logic — strictly a translation layer on top of Decision Intelligence and Data Reliability.

Framework-Literal Mapping

Maps to the actual clause structure of EU AI Act, ISO 42001, and similar frameworks, not a paraphrase.

Gaps Are the Point

The most useful output may be what's missing — explicit gap flagging, not just green checkmarks.

Concept Architecture

Planned Architecture

Nothing below is built. This describes the intended design and its dependencies.

Dependency: blocked until Decision Intelligence and/or Data Reliability existillustrative ledger — not a real audit trail
entry #01Query / decision executed
Blocked on Decision Intelligence
source: Decision Intelligence
entry #02Explainability report attached
Not yet designed
source: Evidence Aggregation
entry #03Monitoring / anomaly event attached
Blocked on Data Reliability
source: Data Reliability
entry #04Clause mapping applied
Unspecified
source: EU AI Act / ISO 42001
entry #05Gaps flagged, reviewer sign-off
Unspecified
source: Gap Detection
entry #06Compliance package sealed
Not started
source: Full build
Continuous, Not Annual

Documentation builds as the year goes, not scrambled together before an audit.

Fully Dependent

Cannot produce anything meaningful until Decision Intelligence and/or Data Reliability are real.

Named Frameworks

EU AI Act and ISO 42001 specifically, not a vague ‘compliance’ claim.

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