# zCloak Network (@zCloakNetwork) on x

- id: koinon:creator:x_zcloaknetwork
- url: https://koinonlink.com/kol/x/zCloakNetwork
- schema_version: 1.4

## Identity
- platform: x
- handle: zCloakNetwork
- platform_url: https://twitter.com/zCloakNetwork
- website: https://zcloak.ai
- country: Singapore
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 80698
- following: 174
- posts_total: 888
- posts_observed: 2
- posts_per_day: 0.421
- account_age_days: 2109
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0001
- best_post_interactions: 8
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: security
- category_confidence: 0.93
- category_source: derived_from_recent_content
- topics: AI agent trust protocols, Identity and privacy in AI systems, Enterprise AI adoption and compliance, Data governance for AI, AI agent security standards, Emerging trends in AI agent economy
- bio: https://t.co/3Rk5TOGBgt: Trust, Identity, Privacy for the AI Agent Economy.
Building the Agent Trust Protocol (ATP).
Community: https://t.co/EFwqdEL9J9

## Audience (inferred)
- status: present
- description: AI agents developers, enterprise AI architects, and privacy-focused tech decision-makers in the AI trust and identity space
- roles: dev
- seniority: practitioner
- pain_points: Struggling to implement secure identity and trust frameworks for AI agents in production environments, Finding it hard to comply with data governance regulations when deploying AI agents across borders, Lacking standardized protocols for verifying AI agent authenticity and integrity
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 59
- authenticity_basis: engagement_observed
- credibility_score: 94
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_zcloaknetwork#943df426] https://t.co/SYJsB0ghk8 (https://twitter.com/zCloakNetwork/status/2070048716661362726)
- [x_zcloaknetwork#f879e7e9] https://t.co/OHMO0BYNN2
- [x_zcloaknetwork#fbdd7f4a] Scenes from Unique Bloom 2026 · SG AI Summit 🇸🇬 From enterprise AI adoption to trust, compliance, and data governance, zCloak AI joined industry leaders to discuss what it takes to move AI agents from demos into real business workflows. Dependable AI for Enterprises. Private by
- [x_zcloaknetwork#45f18fce] https://t.co/axhCzWKbaC
- [x_zcloaknetwork#40acc8ac] https://t.co/03ineTMAqn
- [x_zcloaknetwork#b2502552] SuperAI, I’m here. 👀 Every year, SuperAI seems to spot the next major wave before it fully breaks out. This year, we believe the next defining narrative will be enterprise AI adoption and multi-agent collaboration. At zCloak, this is exactly what we’re building for: dependable A

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=111, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=119, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 111
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 15
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_zcloaknetwork
- Request removal: https://koinonlink.com/claim?k=x_zcloaknetwork
- Terms: https://koinonlink.com/for-ai