Deployment Reports

Submitted by the engineer or the customer, reviewed against evidence, and attributed. Deployment experience — not a vendor fact, and never counted in a citation ledger.

1. None have been published yet. A report reaches this list only after an engineer or a customer submits it through “I deployed this” on a stack or use-case page and an administrator has reviewed the evidence behind it. We do not write one to fill the space.

A designed reference architecture built from verified documentation and our own assessment. The organisation described here is a stated set of parameters, not a customer. The compliance issues, the cost range, the architecture and the difficulty score below are produced by the same engines that answer a real question, run over those parameters. Every row below carries the label, and so does the top of its own page and the block beside its call to action.

1. 01Private internal document search for a Hong Kong professional-services firmForty fee earners, twenty years of client files on a shared drive, and an obligation not to disclose any of it. A self-hosted retrieval stack on one GPU server, with the firm’s own identity provider deciding who can see which matter.Private company knowledge base (self-hosted RAG)·Hong Kong·reviewed 24 Aug 2026REFERENCE DEPLOYMENT — not a report of a specific customer engagementR-01 reference40 users
2. 02AI-assisted candidate workflow for a European HR teamAn in-house recruiting team drowning in applications, in a jurisdiction where filtering candidates by machine is a regulated activity. A single-region private-cloud deployment that summarises and cross-references, never ranks or rejects, with the oversight obligations written into the design.Private-cloud RAG in a single region·European Union·reviewed 24 Aug 2026REFERENCE DEPLOYMENT — not a report of a specific customer engagementR-02 reference12 users
3. 03A controlled AI learning environment for a Hong Kong secondary schoolSix hundred students who already use consumer AI tools, and a school with no way to see or shape that. A self-hosted assistant inside the school network, scoped per subject, with teacher visibility and no third party receiving a single student prompt.Private ChatGPT on your own server·Hong Kong·reviewed 24 Aug 2026REFERENCE DEPLOYMENT — not a report of a specific customer engagementR-03 reference80 users
4. 04Invoice capture and coding for an SME finance teamA four-person finance function re-typing about 700 supplier invoices a month from PDFs and photographs. A self-hosted extraction pipeline that proposes the fields and the coding, and a person who approves every one of them before anything is paid.Invoice capture and extraction·Hong Kong·reviewed 24 Aug 2026REFERENCE DEPLOYMENT — not a report of a specific customer engagementR-04 reference6 users
5. 05Call transcription and CRM notes for a customer-service teamTwenty-five agents writing up calls from memory between calls, badly and late. A self-hosted transcription and summarisation pipeline that drafts the CRM note, with the agent editing and saving it — and with the recording never leaving the company network.Meeting and call transcription to CRM notes·Hong Kong·reviewed 24 Aug 2026REFERENCE DEPLOYMENT — not a report of a specific customer engagementR-05 reference30 users