Agentiks

Platform

SIX LAYERS.ONE VERDICT.

Every sample receives a single attested decision — PASS, QUARANTINE, or REJECT — before training ever sees it. A tier-aware, first-match-wins policy decides which layers weigh in.

Verdict contract

One attested decision per sample. Three outcomes.

first match wins · tier-aware
trusted · standard · untrusted · probation

01
PASS

routed inline to training

02
QUARANTINE

held for review

03
REJECT

dropped with reason

The six layers

Six specialists. One composable verdict.

  1. Provenance

    Cryptographic attestation

    Every sample is fingerprinted and attributed at the ingestion boundary. A tier-aware, first-match rule policy decides PASS, QUARANTINE, or REJECT before anything downstream runs.

    Signals
    source identitycontent fingerprintsubmission ratedrift signallabel agreementrevocation
    Catches
    Provenance spoofSybil identityIngestion floodingLabel conflictTrust grooming

  2. Statistical

    Distribution defense

    Population-level evidence — drift, per-class density, outlier clusters — feeds the same verdict shape. Catches shifts that are invisible at the sample level.

    Signals
    rolling distributionper-class densitydrift magnitudeoutlier score
    Catches
    Slow-drip poisoningCovariate shiftDistribution contamination

  3. Adversarial

    Perturbation defense

    Robustness probes run only against samples the earlier layers flag as uncertain. Composes into the verdict rather than duplicating work.

    Signals
    probe scoreperturbation sensitivitymanifold distance
    Catches
    Clean-label poisoningGradient matchingBackdoor triggers

  4. Semantic

    Meaning defense

    Compares what a sample says against what its label claims. Disagreement escalates to QUARANTINE; strong cross-modal inconsistency can REJECT.

    Signals
    content–label congruencecross-modal agreementinstruction-leak
    Catches
    Label corruptionMis-mapped categoriesPrompt injection via data

  5. Consensus

    Cross-source defense

    Peer-source disagreement weighed against trust tier — trusted, standard, untrusted, probation. Cohort evidence can override a lone PASS upstream.

    Signals
    cohort agreementsource-vs-peer deltareputation shift
    Catches
    Coordinated SybilTrust groomingMinority-source manipulation

  6. Forensic

    Audit & replay

    Every verdict is signed with a deterministic decision ID. The stack the others are attested to — investigable and replayable end-to-end.

    Signals
    upstream verdictssource-event historydeterministic IDs
    Catches
    Split-view manipulationPost-hoc tamperingRegulatory audit gaps

Guarantees

Every sample is attributed

No anonymous writes. Every record carries verified source identity, captured before any layer runs.

Every decision is explainable

Verdicts are the composition of named detector scores, each with recorded input and threshold. Replayable end-to-end.

Every record is tamper-proof

Immutable, cryptographically verifiable history. You can prove what was ingested, when, by whom, and what was decided.

See it against your pipeline.