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TAIA Confidential Ask
Ask a question about Swiss financial-market law or data protection. The answer is generated by software from passages of the public regulatory documents TAIA has loaded (Fedlex, FINMA, the EU GDPR and AI Act, EDPB guidelines), and the passages it used are shown under it. It is general information, not legal advice, and it can be wrong even when it cites a source.
The answer is general information generated by software. It is not legal, tax or compliance advice, not a statement of TAIA and not a decision.
Your question is processed in Zürich on a closed machine without a graphics processor (GPU); the first words of an answer usually appear after 10 to 16 seconds, and if another question is being answered, yours waits first. Faster options exist: one would process your question outside Switzerland, the other would give up the closed machine. For this service we chose neither. Firms that accept processing outside Switzerland can ask for a set-up with a GPU in the EU (see the price panel). What the closed machine is, and what it is not, is set out under "Who sees what".
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Paid plans are for business use. After payment TAIA sends you an access key by e-mail; you paste it above. Prices in Swiss francs.
Business use only · prices in CHF, no VAT charged (TAIA GmbH is not VAT-registered) · Available Monday to Friday, 07:00–20:00 Zurich time (CET/CEST). · Terms of use · Questions: info@taia.ch
For firms, set up on request: a larger model on a closed GPU machine (Google's confidential GPU mode) in the EU. Your question is then processed outside Switzerland, not in Zürich. Under a separate pilot agreement; the same limits as under "Who sees what" apply. No price shown; ask us.
Ask about the EU option| Who | What they see |
|---|---|
| You | You type the question in your browser. Your browser encrypts the connection to TAIA's service before the question leaves your device. From here on, the question travels only in encrypted form until it reaches the machine described below. |
| The network and Google's load balancer | They pass the encrypted connection on without opening it. They see where it is going, when, and how much data flows, not the question. |
| TAIA's router | TAIA's entry point sees the name of the service you are calling, your network address and the encrypted data, and passes them on unopened. It does not keep a record of the connection. It does not see the question. |
| The closed machine | Your question is decrypted only inside the closed machine: TAIA's service process on a Google Cloud confidential computing node (AMD SEV) in Zürich (Google Cloud europe-west6). By design, no other component sees it in readable form. Inside that machine, TAIA's own service, its search over the Sources and the language model read your question in plain text; that is how the answer is produced. The machine's memory is encrypted against the host computer it runs on. |
| Logs | TAIA's service keeps no record of your question or of the answer. For each question it writes one log line with the route, the result status, whether the question was free or asked with a key (and, for a key, TAIA's identifier for it), and how long it took, and keeps it for 30 days in Switzerland (Google Cloud europe-west6); the line contains no question text, no answer text and no network address. It counts questions (the free total for all visitors and, for a paid key, the key's daily count), and for a paid key it keeps the records named in the terms (section A4). TAIA keeps no record of your network address for this service. For a paid key, Stripe holds the buyer's checkout data separately, as section A4 says. |
Limits. This is TAIA's description of its own set-up, as of 2 November 2026, and TAIA shows it in good faith; you cannot verify it yourself today. The key that opens the encrypted connection is held in TAIA's cluster: TAIA's administrators, and Google as the operator of the cluster's control plane and of the machine's operating system, hold or could obtain access that would make the question readable. TAIA's design does not use that access, but the design does not make it impossible. TAIA has switched off interactive access to the machine for its administrators; an attempt is refused and recorded. The owners of TAIA's Google Cloud project can lift this, and that change is logged. The key that opens the encrypted connection remains readable to TAIA's administrators. AMD SEV encrypts the machine's memory, but it does not protect that memory against alteration and produces no report that you could check; TAIA knows the node type only from Google's node label and has no independent proof of the hardware state. Google's platform is a trusted part of this set-up. Unlike TAIA Confidential Screening, this service does not use homomorphic encryption: the protection is where the processing happens and what TAIA keeps, not that TAIA cannot read.
TAIA Confidential Ask: addendum to the terms of use. Version 1.0, 2 November 2026. TAIA GmbH, Seestrasse 353, 8038 Zürich, UID CHE-189.956.337 ("TAIA"), info@taia.ch. By asking a question you accept the TAIA Confidential Screening terms of use and this addendum; where this addendum says something different, it prevails for TAIA Confidential Ask. For a paid plan, you accept them by ticking the box at checkout before you pay. Paid plans are for business use only (Screening terms, section 2).
A1. What it is. TAIA Confidential Ask answers a question you type with a text generated by an open-weight language model (Phi-3-mini-4k-instruct (Microsoft), 4-bit quantised (Q4_K_M), MIT licence, run by TAIA). The answer is built only from passages of the public regulatory documents TAIA has loaded (the "Sources"): Swiss federal acts and ordinances published on Fedlex (English translations where they exist, otherwise German); circulars and guidance of the Swiss Financial Market Supervisory Authority FINMA (English and German); the General Data Protection Regulation and the Artificial Intelligence Act of the European Union, consolidated texts from the Publications Office of the European Union (English); and guidelines of the European Data Protection Board and its predecessor, the Article 29 Working Party (English). The full list of loaded documents, with each document's version, is the manifest TAIA keeps for each snapshot; TAIA sends it on request (info@taia.ch). No text is included whose publisher has not given a reuse basis recorded in that manifest. The page lists the Sources used for each answer, with publisher and link. The answer is general information generated by software. It is not legal, tax or compliance advice, not a statement of TAIA and not a decision. It can be incomplete or wrong even when it cites a Source. Read the Source before you rely on anything.
A2. The Sources. The Sources are a snapshot of public documents (laws, circulars, publishers' guidance) that TAIA loaded when it built the current version of the service. They are not updated continuously; a document can have changed since. The page names the publisher of each Source shown under an answer (title, publisher and link; the Sources carry no individual date) and the date of the snapshot (the service reports it with every answer and on the page; a fingerprint of the snapshot is reported with it). If no Source passage matches your question, the service does not call the model and answers "I cannot answer this from the available sources."
A3. What "confidential" means here, and what it does not. Your question is sent over an encrypted connection that ends inside the service's own process, which runs on a Google Cloud confidential computing node with AMD SEV memory encryption in Zürich (Google Cloud europe-west6). The page states this "per GKE's node label, checked HH:MM UTC": TAIA reads the node type from Google's node label and shows when it last checked; it has no independent proof of the hardware state and makes no attestation claim. SEV encrypts the node's memory against the host; it does not hide the question from TAIA's own service, which must read your question in plain text inside that process to answer it. Google's platform and control plane are trusted parts of this set-up. Unlike TAIA Confidential Screening, TAIA Confidential Ask does not use homomorphic encryption: the protection is where the processing happens and that TAIA keeps nothing, not that TAIA cannot read. Inside an answer the model may call itself "TAIA Ask"; that is the short name of this service, TAIA Confidential Ask, and not a different service.
A4. What TAIA keeps. TAIA does not store your questions or the answers. The service processes your question and the answer in memory for the time of the request. For each question the service writes one log line with the route, the result status, whether the question was free or asked with a key (and, for a key, TAIA's identifier for it), and how long it took; it contains no question text, no answer text and no network address, and TAIA keeps it for up to 30 days in Switzerland (Google Cloud europe-west6). TAIA's web entry point passes your encrypted connection on without opening it; for this service it keeps no record of the connection and TAIA keeps no record of your network address; the Ask service itself does not see the address. (The 30-day address log described in the Confidential Screening terms, section 8, applies to TAIA's web pages, not to this service.) For a paid plan, TAIA keeps what section 7.7 and section 8 of the Screening terms describe: a hash of your access key, the count of questions per key and day, and the purchase record held by Stripe (privacy note, section 6b); an Ask key is separate from a Screening key: the two services keep separate key lists and separate counters, and a key for one does not work for the other. TAIA does not use your questions to train or tune any model.
A5. Your use. Do not put personal data, client data or confidential information of others into a question; the service needs none of it to answer. Do not use the service to obtain advice for a specific case, to automate decisions about people, or to probe or overload it. The Confidential Screening terms, section 6, apply.
A6. Limits and liability. The model can produce wrong, outdated or misleading text and can misread a Source. TAIA does not warrant the correctness, completeness or fitness of any answer, nor the availability of the service. Section 9 of the Confidential Screening terms (liability) applies: for a paid plan, TAIA's liability for slight negligence is limited to the fees you paid to TAIA in the 12 months before the event; for the free use, TAIA is liable only for intent and gross negligence. An answer is not advice and creates no duty of care toward a specific case; decisions you take on an answer are yours.
A7. Plans, prices and access keys.
A7a. Service hours. The service is available Monday to Friday from 07:00 to 20:00 Zürich time (CET/CEST), on public holidays as on other weekdays. Outside these hours the page says so and no question is accepted. The hours are part of the plan you buy: they are shown before checkout, and paid periods are not extended for the hours outside the window. TAIA may extend the hours at any time and may change them for future purchases with the notice in section A9; for a plan already paid, the hours shown at purchase apply until the end of the paid period, unless TAIA extends them. TAIA may suspend the service for maintenance (announced on the page) or for urgent technical or legal reasons (Screening terms section 10).
A8. Model licences and attribution. The model and the serving software are open-source components under their own licences, named on the page: the model is Phi-3-mini-4k-instruct (© Microsoft Corporation, MIT License, 4-bit GGUF file from Microsoft's repository); the serving software is llama.cpp (MIT License). Their copyright and permission notices, and the publishers' notices named below, are reproduced on the licences page (taia.ch/licences/). The Sources remain their publishers' texts and are reused with attribution; only the publishers' texts are authoritative. Swiss federal acts and ordinances and FINMA circulars and guidance are official texts and official collections (Art. 5 para. 1 lit. a and c and para. 2 of the Swiss Copyright Act). The English texts of Swiss acts are the Confederation's translations; each carries Fedlex's own notice, in one of two wordings ("English is not an official language of the Swiss Confederation. This translation is provided for information purposes only and has no legal force." or "English is not an official language of the Swiss Confederation. This translation is provided for information purposes only, has no legal force and may not be relied on in legal proceedings."), both reproduced on the licences page; TAIA adds: the German, French and Italian texts published in the Official Compilation are the authentic versions. EU regulations are consolidated texts from the Publications Office of the European Union (© European Union), reused with the source acknowledged; TAIA shows the text article by article and has removed the editorial consolidation markers, the footnotes and the headings between articles; the wording of each article is unchanged; consolidated texts are a documentation tool, the Official Journal of the European Union is authentic. The guidelines of the European Data Protection Board and the Article 29 Working Party are reused under the EDPB's copyright notice, with the source acknowledged and the meaning not distorted. None of these publishers is connected with this service or endorses it. Where a passage is shown, the page names the publisher, the document and the link.
A9. Changes. TAIA may change the model, the Sources, the snapshot date and the plans, and will show the current ones on the page. Section 11 of the Confidential Screening terms applies.
A10. Firm pilots. A pilot on a firm's own documents, in a processing environment set up for that firm, is not covered by these terms; it runs under a separate written pilot agreement.