# 小野恭佑 / CEO / VISIONARY JAPAN (@kyosukeono) on x

- id: koinon:creator:x_kyosukeono
- url: https://koinonlink.com/kol/x/kyosukeono
- schema_version: 1.4

## Identity
- platform: x
- handle: kyosukeono
- platform_url: https://twitter.com/kyosukeono
- website: https://visionary-jp.com
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3002
- following: 2018
- posts_total: 497
- posts_observed: 7
- posts_per_day: 0.194
- account_age_days: 2558
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.003
- best_post_interactions: 9
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: multi-agent AI systems, AI orchestration and workflow design, enterprise AI strategy, AI tool integration, future of AI in business, AI adoption in Japanese enterprises
- bio: 株式会社VISIONARY JAPAN 代表取締役｜AI × ITソリューション｜創業4期,年商27億,社員数380名「大切な人に誇れる会社で在り続ける」「テクノロジーで日本企業に変革を」

## Audience (inferred)
- status: present
- description: Japanese enterprise decision-makers and tech leaders focused on AI transformation, particularly those in mid-to-large companies exploring multi-agent systems for business innovation
- roles: automation
- seniority: decision_maker
- pain_points: Struggling to design effective multi-agent AI systems that integrate across business functions, Faced with uncertainty about which AI tools to combine and how to orchestrate them, Lacking internal expertise to architect AI workflows that deliver measurable business impact
- posts_analysed: 6
- confidence: 0.4

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

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- flagged_for_review: false
- koinon_bd_grade: A — 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_kyosukeono#d6e404cc] 「マルチエージェント」が2026年後半の最大のキーワードになる。 (https://twitter.com/kyosukeono)
- [x_kyosukeono#662015ec] 1つのAIに全部やらせるのではなく、複数のAIが役割分担して協調動作する。
- [x_kyosukeono#58978f3c] SalesforceのAgentforce、GoogleのManaged Agents、CrewAI。全て「マルチエージェント」の方向に向かっている。
- [x_kyosukeono#b75a262c] 企業にとっての意味：
- [x_kyosukeono#6505ce81] 「1つのAIツールを選ぶ」から「複数のAIをどう組み合わせるか」に思考が変わる。
- [x_kyosukeono#45d7e829] この設計力が、今後のAI導入の勝敗を分ける。

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- 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_kyosukeono
- Request removal: https://koinonlink.com/claim?k=x_kyosukeono
- Terms: https://koinonlink.com/for-ai