# 測量太郎 (@sokuryo_taro) on x

- id: koinon:creator:x_sokuryo_taro
- url: https://koinonlink.com/kol/x/sokuryo_taro
- schema_version: 1.4

## Identity
- platform: x
- handle: sokuryo_taro
- platform_url: https://twitter.com/sokuryo_taro
- website: https://note.com/sokuryo_taro
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1420
- following: 270
- posts_total: 2033
- posts_observed: 1
- posts_per_day: 1.157
- account_age_days: 1757
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.07042
- best_post_interactions: 100
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Drone-based land surveying with DJI Matrice 4 series, Use of SLAM and laser scanning for efficient on-site data co, Modernization of traditional surveying workflows using new t, Challenges and burnout in the land surveyor profession, AI integration in land survey and registration processes, Starting a land survey business and securing startup financi
- bio: 令和7年土地家屋調査士事務所開業。30代でも家族持ちでもゼロから人生変える為に奮闘中

## Audience (inferred)
- status: present
- description: Land and building surveyors, primarily mid-career professionals in Japan who are either starting their own practices or looking to modernize their surveying workflows with drones and digital tools
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling with time-consuming on-site measurements due to complex site conditions like side ditches, manholes, and boun, Facing high physical and mental fatigue from solo, full-day fieldwork, Wasting time on repetitive tasks that could be automated with better tech like drones or scanners, Lacking clear guidance on how to integrate AI into land surveying and registration processes
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 71
- authenticity_basis: engagement_observed
- credibility_score: 71
- 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_sokuryo_taro#9d5cce00] 行政書士が筆界確認業務をやるとして測量機器とCADなんか揃えてたら全く割に合わない仕事だと思うんだけど。あとそこまでやるなら絶対調査士も取ったほうがいい。 自分がもし筆界確認済だから分筆だけしてくれと言われても確定からやり直すかなぁ… (https://twitter.com/sokuryo_taro/status/2025683529334767827)
- [x_sokuryo_taro#16cae177] 皆様のご意見、ネット情報、自分の妄想を元にそれぞれのメリットをまとめました。 【Matrice 4 series】 以前国調と合わない地域があった時、広範囲（石積み、ブロック、畝などを大まかに）に観測する際に便利だろうなと感じていた。自動飛行なので広範囲を短時間で観測できる。レーザー距離計付なので後でTSで測った高低差のチェックも可能？ 【S20】 ハンディなので気軽に物音立てずに使用できる。騒音もないし煩雑な申請も不要。手持ちのレーザー距離計と併用しながら建物の観測にも使える。屋根や植栽で上空視界が悪い場所でも観測可能。特に隣接地建物の形状や窓の位置確
- [x_sokuryo_taro#4cde8e4a] 現況測量で境界点以外の部分、例えば側溝の細かい形状、道路標示、マンホール、用水路の形状（特に対岸側）など、このあたりをTSでガッツリ測るとかなり時間がかかってしまうんですよね。 ドローンならDJI Matrice 4 series スキャナーならSHARE SLAM S20 マジで検討中です。
- [x_sokuryo_taro#2ce1bef3] 境界確定済土地の現況測量へ行ったけど、周囲の構造物も多くワンマンということもあってかなり時間がかかってしまった。疲労感も半端ない。今後の課題はいかに早く正確にラクに現況測量を行うかだと感じた。スキャナー、ドローン、フォトグラ等の導入検討を加速したいと思います。
- [x_sokuryo_taro#0c0552e8] 例えば境界確定測量＋土地分筆登記はどのようにAIだけでやるのでしょうか？よろしければお知恵をお借りしたいです。
- [x_sokuryo_taro#7be3a567] 前日、若手調査士で集まったけどみんな口を揃えて『土地家屋調査士試験は2度と受けたくない』って言ってた。
- [x_sokuryo_taro#a4789778] 今日は以前補助者時代にお会いした方が間も無く独立開業されるということで事務所に来られました。 ・創業融資

## 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=80, 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=80, 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=80, 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: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 11
- 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_sokuryo_taro
- Request removal: https://koinonlink.com/claim?k=x_sokuryo_taro
- Terms: https://koinonlink.com/for-ai