I help casino operators review performance, design campaigns and investigate operational discrepancies — with defined scope and practical deliverables. Planning a launch? The same discipline applies before day one.協助娛樂城營運團隊判讀成效、設計活動、查核異常。從一個明確問題開始，交付能核對、能執行的工作成果。籌備開站也適用——同一套紀律，從上線第一天之前就開始。
6+Years in casino operations年娛樂城營運實務In-house operator experience站內營運實務經驗Defined scope. Written deliverables.明確範圍・書面交付For operators. Not players.服務營運團隊，不招攬玩家
01 / Services & pricing01 / 服務與費用
Three ways to put the work to use.三種委託方式， 對應三種營運需求。
Choose the question you need answered or the work you need built. All three services can be engaged directly — you do not need to begin with a long-term retainer.先選擇需要釐清的問題，或需要做出的方案。三項服務都可以直接洽談委託，第一次合作不必從長期顧問合約開始。
01 / A focused starting point01 / 從一個問題開始
Operational Review單一營運 問題健檢
A specific performance, retention or workflow question — before committing to a larger project.針對成效、留存或流程中的一個具體問題，先釐清狀況，再決定是否需要更大的專案。
Indicative starting budget參考起價
US$500 onwardsUS$500 起
Final fee agreed before work begins.詳細工作開始前確認正式報價。
One site · one defined question · agreed, prepared data. Written findings, prioritised actions and verification checks, plus one round of written clarification.一個站點・一個明確問題・事前約定的已整理資料。 書面分析＋改善優先順序與驗證檢查＋一輪書面澄清。
Included in the starting scope起價對應的交付範圍
One site, one question and an agreed, prepared dataset.一個站點、一個問題與事前約定的已整理資料。
A written review separating findings, assumptions and gaps.一份書面分析，區分發現、假設與資料缺口。
A prioritised action list and verification checks.改善優先順序與後續驗證檢查。
One round of written clarification on the review.針對分析內容的一輪書面澄清。
Large-scale data cleaning, new dashboards, implementation and additional questions are scoped separately.大量資料清理、新建報表、實際導入與新增問題另行議定，不默認包含。
All fees are in USD. The starting budget is indicative, not a binding quote. Scope, required data, deliverables, timing, revision rounds and any applicable taxes or charges are agreed in writing before paid work.費用以美元計。參考起價不等同正式報價；付費工作開始前，以書面確認範圍、所需資料、交付內容、時程、修改回合，以及適用稅費或其他費用。
New-site planning & ongoing support新站籌備與持續合作
Pre-launch support can cover operating rules, workflows, reporting definitions and launch readiness. Ongoing advisory is also available for agreed monthly reviews and follow-up work.上線前可協助釐清營運規則、流程、報表口徑與上線準備；上線後也可約定月度檢視與後續顧問支援。
For funded new-site projects, I’m also open to discussing a broader role leading operational planning, launch preparation and ongoing operations. Availability, responsibilities, decision authority and compensation would be agreed separately.對資金到位的新站專案，也可另行討論由我主導營運規劃、上線籌備與後續營運的合作。是否承接、投入程度、職責、決策權與報酬，需另外確認。
The listed project fees and advisory scopes do not include a full-time operating role or unlimited support.上述專案報價與顧問範圍不包含全職營運角色或無限支援。
Selected, anonymised in-house experience. These examples show how I work — not a list of external client engagements.以下是去識別化的站內工作經驗，呈現實際處理方式，不將其包裝成外部付費顧問客戶成果。
2024 / Game configuration review2024 / 遊戲設定查核
From unusual results to a confirmed mismatch.從異常結果， 追查到設定不一致。
A slot title produced results that warranted a closer look. I separated the major player from the remaining population and compared the incident period with a longer baseline before requesting a focused supplier review.一款老虎機的結果出現值得追查的異常。我先拆開主要大客與其餘會員，交叉比對事件期間及較長基準，再向供應商提出具體的核對要求。
The supplier later confirmed a configuration mismatch and resolved the claim through system-fee credits. Unusual realised results triggered the review; supplier confirmation established the configuration issue.供應商後來確認設定不一致，並以系統費抵扣方式處理補償。實際結果異常是調查起點；供應商的重新核對，才確認了設定問題。
SPLIT THE DATA拆分資料→VERIFY THE SETTING核對設定→DOCUMENT THE RESOLUTION記錄處理結果
Historical in-house work; anonymised and linked to an existing public narrative. No player identities, employer records or compensation amounts are published here. Outcomes are not guaranteed.歷史站內經驗，以匿名方式呈現並連結既有公開敘述；不公開玩家身分、僱主原始紀錄或補償金額，亦不保證未來個案結果。
Campaign design / execution活動設計 / 執行
A reward mechanic has an operating life.獎勵機制，不只存在於活動頁。
Multi-week campaign experience connects eligibility, accumulation, rankings, announcements and later payouts. The specification must stay consistent through the final settlement.多週活動經驗串起資格、累積、榜單、公告與後續派發。活動規格必須一路一致到最後結算，不能只在上線時看起來完整。
A valid rate can still produce the wrong bill.比例沒錯，帳也不一定算對。
Agent and settlement work requires checking the hierarchy, calculation base, offsets and exceptions together — not treating one commission percentage as the whole rule.代理與結算查核，需要一起檢查層級、計算基數、互扣及例外，不能把一個佣金比例當成完整規則。
Not just an opinion. A usable handoff.不只是一個看法。 而是能接手的成果。
Depending on the agreed service, you receive a written review, campaign specification or evidence brief. The handoff makes clear what is known, what remains open and what should happen next.依照約定服務，交付書面分析、活動規格或證據摘要。團隊能清楚看見：哪些已確認、哪些還缺資料，以及下一步該做什麼。
A clear scope. No guesswork at handoff.先說清楚範圍， 再開始付費工作。
Start with a short message. We define what can be reviewed or built, what you will receive and what is outside the engagement.先從一則簡短訊息開始。確認能查核或設計什麼、會交付什麼，以及哪些工作不在本次範圍內。
01
Share the situation說明現況
Your role, market, live or pre-launch status, and one issue or campaign need. A high-level description is enough to check fit.提供職務、市場、營運中或籌備中，以及一個問題或活動需求。先用概略描述確認是否適合合作。
02
Agree the work in writing以書面確認工作
Scope, data, deliverables, schedule, fees and revision rounds are agreed before paid work. Access and confidentiality are addressed before sensitive materials are exchanged.付費工作前先確認範圍、資料、交付、時程、費用與修改回合；交換敏感資料前，先處理存取方式與保密安排。
03
Review, deliver and clarify完成交付與澄清
Receive the agreed review or design package with limitations and next actions. Follow-up clarification stays within the agreed scope; new work is quoted separately.取得約定的分析或設計成果，包含限制與下一步。後續澄清依約定範圍進行；新增工作另外報價。
No long-term retainer is required for a focused project. The first conversation confirms fit and scope. Detailed review starts after the work and fee are agreed.單一專案不要求長期顧問合約。初次聯繫先確認需求與合作範圍；詳細分析會在工作內容與費用確認後開始。
An operator-side perspective從營運現場出發
Experience across the handoffs.經驗不只在單一部門， 也在部門之間。
CasinoOps is my independent professional brand, built on 6+ years inside casino operations. My background spans frontline customer service, risk leadership, payments, CRM and VIP campaigns, agent settlement, team training and operational reporting.CasinoOps 是我的獨立專業品牌，基礎來自 6 年以上娛樂城營運實務。經歷涵蓋第一線客服、風控管理、金流、CRM／VIP 活動、代理結算、團隊培訓與營運報表。
That breadth helps connect the issue seen by Operations with the records held by Risk, Payments, Customer Service, Data and suppliers. Reporting and requirements work is informed by hands-on MySQL, MongoDB and Power BI experience.這些經驗能把營運看見的問題，與風控、金流、客服、數據及供應商掌握的紀錄串起來；報表及需求整理也結合 MySQL、MongoDB、Power BI 的實務使用經驗。
Yes. The focused review is designed for one site, one defined question and agreed, prepared data. A larger investigation or redesign can be scoped later; it is not an automatic commitment.可以。單一問題健檢以一個站點、一個明確問題及約定的已整理資料為起點。後續若需要深入查核或改版，會另行確認，不會自動變成長約。
What does the US$500 starting budget cover?US$500 參考起價包含什麼？
It is an indicative starting point for the limited review described above: a written analysis, prioritised actions, verification checks and one round of written clarification. Data readiness and complexity are checked before a final quote. Additional work, taxes or charges, where applicable, are confirmed in writing.它對應上述有限範圍的健檢：書面分析、優先行動、驗證檢查與一輪書面澄清。正式報價前會確認資料整理程度及複雜度；額外工作，以及適用稅費或其他費用，會事先以書面確認。
Do you design campaigns or only review them?你會設計活動，還是只會檢查？
Both. A campaign engagement can cover a new design or a redesign, from objectives and reward rules to cost scenarios, timelines and execution specifications. Copy and creative requirements can be included by agreement; artwork, coding and daily operation are separate.兩者都有。可設計全新活動或改版既有活動，涵蓋目標、獎勵規則、成本情境、時程與執行規格。文案及美術需求可按約定納入；美術製作、程式開發與每日代操需另外確認。
Do you need access to our production systems?一定要提供正式後台權限嗎？
Not for the first conversation. Start with a high-level description. If detailed work proceeds, only the relevant records and access needed for the agreed scope should be shared, using an agreed method. Do not send passwords, player identities or full transaction files in an initial social message.第一次洽談不需要。先描述現況；後續如進入詳細工作，僅依約定方式提供本次範圍需要的紀錄或存取權限。初次社群訊息不要傳送密碼、玩家身分或完整交易檔。
Are you a managed service or a 24/7 response team?這是代操或 24 小時支援服務嗎？
Not as part of the listed project and advisory services. Those engagements have defined deliverables and communication windows. A broader role on a funded new-site project can be discussed separately; staffing, coverage, responsibilities and availability must be agreed rather than assumed.本頁列示的專案與顧問服務不是全包代操或 24 小時支援，各有約定交付與溝通時段。資金到位的新站專案可另談更完整的營運角色；人力、支援時段、職責與可投入安排都需另外確認，不能從網站內容直接推定。
Do you guarantee higher revenue or a recovery?是否保證營收提升或取得補償？
No. I commit to the agreed work and deliverables, not a predetermined finding or financial outcome. This is operational support, not legal advice, regulatory certification or representation in a formal dispute.不保證。承諾的是約定工作與交付，不是預設查核結論或財務結果。這是營運實務支援，不是法律意見、監管認證或正式爭議代理。
How is confidentiality handled?如何處理保密與合作安排？
CasinoOps is the public-facing brand for my independent work. Published case examples are anonymised to protect confidential operational information. Before paid work begins, we agree the scope, deliverables, fees and confidentiality arrangements in writing.CasinoOps 是我對外使用的獨立專業品牌。公開案例會去識別化，保護機密營運資訊。付費工作開始前，會以書面確認範圍、交付內容、費用與保密安排。
Do you work on new-site launches?有接開站籌備嗎？
Yes. Scoped pre-launch support can cover operating rules, campaign mechanics, workflows and SOPs, reporting definitions, and readiness checks. For funded projects, a broader operational leadership role can be discussed separately, subject to fit and availability. This is outside the listed project fees and standard advisory scope. Licensing, legal and payment-channel arrangements remain outside the scope of the services listed here. Any broader role requires a separate written agreement on responsibilities, resources, decision authority and compensation.有。可按約定範圍協助營運規則、活動機制、流程與 SOP、報表口徑及上線前整備查核。對資金到位的專案，也可依適合程度與可投入安排，另談更完整的營運主導角色；這不包含在目前列示的專案報價與標準顧問範圍內。牌照、法務與金流通道安排仍不包含在本頁列示的服務中。較完整的合作須另外以書面確認職責、資源、決策權與報酬。
05 / A direct conversation05 / 直接聯絡
Discuss your project. Choose your channel.討論你的需求。 選擇你習慣的方式。
Tell me what you are seeing and what you need to decide or build. No long form or calendar booking is needed to start.告訴我你看見的狀況，以及需要做出的決策或方案。初次聯絡不必先填長表單，也不需要預約會議。
A starting outline. Not another form.一份起手提綱， 不是另一張表單。
Choose the service, edit the outline and copy it into X or Telegram — or open it in your email app. Switching service or language keeps what you have typed; use Reset outline to start over. Your draft stays in this page’s memory only — nothing is stored or sent from this page.選擇服務、編輯提綱後，複製到 X 或 TG，或在你的郵件程式開啟草稿。切換服務或語言會保留你已輸入的內容；需要重新產生請按「重設提綱」。草稿只暫存在這個頁面，不會儲存，也不會替你送出訊息。
Do not include player identities, passwords, transaction files or confidential records in the first message.第一則訊息請勿包含玩家身分、密碼、交易明細或機密紀錄。
No form submission or message storage on this page. Opening a draft does not send an email. Your chosen app handles delivery.此頁不提交表單或儲存訊息內容。開啟草稿不等於寄出；訊息由你選擇的通訊程式處理。