Multi-signal anti-brigading defense and review manipulation detection.
Coordinated commercial brigading, automated bot spam, and competitor smear campaigns distort public sentiment and mislead executive decision-making. Yves enforces multi-stage cryptographic and graph-theoretic screening prior to computing any analytical metrics.
Structural failure modes in conventional approaches
Conventional sentiment dashboards evaluate raw comment volume at face value, treating six identical reviews submitted by an adversarial bot network as six dissatisfied customers. Yves treats fraud screening as a mandatory precondition for analysis, ensuring downstream dashboards reflect authentic stakeholder sentiment.
12
independent cryptographic and semantic integrity heuristics evaluated per message
<50ms
edge screening latency before submissions enter the analytical persistence tier
100%
of content removals require dual-administrator confirmation and immutable logging
Four core operational commitments
01
Screen first, compute second
Cryptographic integrity heuristics evaluate every submission prior to metric aggregation, preserving the truth of analytical charts.
02
Transparent signal attribution
Quarantined submissions display the precise heuristics that triggered flagging alongside empirical threshold values.
03
Reversible evidentiary quarantine
Flagged submissions remain preserved in an inspectable quarantine state to maintain complete auditability and false-positive recovery.
04
Integrity-weighted analytical scoring
Dashboards display both raw and trust-weighted metrics, quantifying the exact distortion introduced by detected campaigns.
Real-Time Handset-to-Console Sovereign Stream
Watch qualitative brand integrity submissions travel across the zero-knowledge encrypted pipeline into the operator's intake ledger with sub-second latency.
Intake Point
Night pharmacy closed on Sunday again. No emergency refill.
Awaiting encrypted inbound payload…
Automated Integrity Screening & Forensic Scoring
Every report is continuously screened for astroturfing, spam collisions, and dialect authenticity before it enters production analytics.
Clean Records
73%
Flagged Suspect
23%
Quarantined
4%
Total Audited
1,247
Streaming Submissions Queue
Stable View · 5 Active RecordsThree hours without any result notification at Northgate
Zero synthetic entropy
El personal fue amable pero el tiempo fue excesivo
Natural native tone
aaaaaaa good good good good spam pattern repeated
Repetitive token collision
Personnel demandé argent pour avancer le dossier
High urgency whistleblower
Night pharmacy shut every weekend with zero notice
Verified clinical context
Multi-signal anti-brigading defense and review manipulation detection.
Production-grade operational tooling
Real-time burst detection
Identifies rapid submission spikes originating from single devices or localized subnets in real time.
Cross-lingual near-duplicate clustering
Detects coordinated copy-pasted or paraphrased submissions across 40 languages using dense embeddings.
Device coordination graph analysis
Maps connected submission components linked by shared timing, payload similarity, and fingerprint proximity.
Trust-weighted analytics
Computes dual metric streams, contrasting unweighted raw volume with verified trust-weighted scores.
Decomposition anomaly explainer
Deconstructs volume surges into organic, seasonal, or coordinated components with forensic explanations.
Verifiable integrity attestations
Appends formal cryptographic data integrity statements to all executive and regulatory evidence packs.
Institutional boundaries and integrations
Yves maintains strict functional boundaries, orchestrating unprompted qualitative intelligence while routing structured records directly to existing enterprise case management and operational dispatch systems.
Third-party public review platforms (e.g. Google, Yelp) govern their own takedown policies. Yves protects the internal qualitative corpus you own and govern.
Adversarial attribution remains a human intelligence judgement. Yves supplies the network graph, temporal timing, and evidentiary proof.
Authentic constructive criticism is never suppressed; every integrity heuristic is strictly documented with false-positive bounds.
Complementary enterprise use case configurations
Anonymous feedback
Capture unprompted institutional signal with mathematical trust and cryptographic anonymity.
Whistleblowing
Cryptographically insulated disclosure channels with immutable evidentiary custody.
Patient experience
Capture unprompted outpatient signal across diagnostic and ambulatory care settings.
Deploy brand integrity intelligence
on isolated infrastructure.
Evaluate this operational workflow against sample organizational data in a dedicated sandbox environment with automated PII redaction and full audit verification.