Built for teams that need defensible outputs, not vibes.

Kareg is designed so a consumer can verify what was published, when, and whether an output is consistent with the declared methodology and versioning.

Integrity & verification

Every artifact is tamper-evident and independently verifiable.

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SHA-256 artifact hash

Every published artifact carries an artifact_hash (SHA-256 over JCS-canonicalized content). Two artifacts with the same hash made the same decision from the same inputs.

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Append-only log

Entries are never updated or deleted. Consumers can independently recompute and compare hashes at any time.

✍️

Optional Ed25519 signature

Artifacts may include a cryptographic signature for additional tamper evidence, verifiable with the published public key.

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Revision transparency

If upstream data is revised, a new artifact is produced — the hash change is the audit signal. The old artifact is never overwritten.

Change control

Explicit version bump rules with notification expectations.

Version bump triggers

Schema field added/removedschema_version
Field type changedschema_version
Calibration updatemodel_version
Logic changemodel_version
Bug fix (no output change)None

Notification requirements

Major changes7 days notice before deployment
Minor changesDocumented in CHANGELOG
HotfixesImmediate with post-hoc documentation

Incident response SLAs

Structured severity classification with defined response and resolution targets.

SeverityLevelDefinitionResponseResolution
SEV-1CriticalSignal incorrect or missingWithin minutesSame day
SEV-2HighSignal delayed beyond SLAWithin hoursSame day
SEV-3MediumDegraded quality, signal still validSame dayNext business day
SEV-4LowNo client impactNext business dayWithin 5 business days

Business continuity

Defined recovery objectives with backup and restore procedures.

Signal database

RPO≤ 24 hours
RTOShort
Automated snapshots

Published signals

RPO≤ 24 hours
RTOShort
Cloud-hosted redundancy

Configuration

RPOZero loss
RTOInstant
Version-controlled

Cryptographic material

RPOZero loss
RTOWithin SLA
Managed key store