AI Transparency & Disclosure Notice
Verified against Article 50 of the EU AI Act (artificialintelligenceact.eu, updated 14 May 2026) · Topchiyska Enterprises LLC (Michigan, USA)
Version 2.0 — Effective date: August 9, 2026
Required under Article 50, EU AI Act — transparency obligations for providers and deployers of AI systems. Obligations apply from 2 August 2026, with a limited extension for machine-readable content marking — see Section 6.
1. You Are Interacting With an AI System
Unicornin60.tech uses artificial intelligence — including large language models, autonomous research agents, and generative content tools — to power the Platform and generate the business reports, forecasts, and recommendations you receive. This includes, without limitation: Historical Data reports, Financial Intelligence, Marketing Tools output, Content Generation, Research Agent findings, Business Validation scores, Revenue Forecasting, Market Analysis, Vendor Discovery lists, and more to be added soon. All such outputs are AI-generated.
Where any feature of the Platform interacts with you directly in a conversational or agent-like manner (for example, a chat interface, guided intake flow, or automated Q&A), you will be informed that you are interacting with an AI system before or at the start of that interaction — not only in a footer or terms-of-service page. This satisfies Article 50(1) of the EU AI Act, which requires such disclosure to be clear and distinguishable, and specifically does not permit relying on a small footer notice, a faint on-screen label, or terms buried in policy pages.
2. Nature and Limits of AI Output
- AI-generated content may contain errors, outdated information, or inaccurate citations.
- Financial projections, viability scores, and market data are estimates based on available data and modeling, not guarantees or professional advice.
- Outputs should be independently verified before being relied upon for financial, legal, or regulatory decisions.
- Nothing generated by the Platform constitutes professional financial, legal, tax, or business advice.
3. Content Labeling (Article 50(2))
As a provider of generative AI systems producing text, and in some cases audio, image, or video content, we mark AI-generated outputs so they are detectable as artificially generated. This label will appear:
- On-screen, at the point each report or output is first displayed — not only in an export file.
- In the header or footer of exported PDF/Excel files.
- In any content generated for external use (pitch decks, social posts, emails) produced via the Content Generation agent.
The European Commission is finalizing a Code of Practice on AI-generated content, expected by June 2026, which is expected to introduce a standardized EU visual label (proposed as an “AI” mark, localized per language — e.g. “KI” in German, “IA” in French/Spanish) along with technical watermarking and metadata standards. We will adopt the standardized label and any required technical marking format once finalized.
4. Content Published on Matters of Public Interest (Article 50(4))
Where we publish AI-generated text with the purpose of informing the public on matters of public interest (for example, blog posts or public market commentary, as distinct from private reports generated for a paying user’s own business), we disclose that the text is AI-generated, unless it has undergone substantive human review with a named individual holding editorial responsibility for the publication.
5. Human Oversight
The Platform does not make final decisions on your behalf. All AI outputs are recommendations or drafts for your review; you retain full control over whether and how to act on them.
6. Key Compliance Dates
- 2 February 2025 — Article 5 prohibitions on unacceptable AI practices already in force.
- 2 August 2026 — Article 50 transparency obligations apply to providers and deployers.
- 2 December 2026 — Extended deadline for the machine-readable marking requirement under Article 50(2) specifically, for generative AI systems already on the market before 2 August 2026, per the AI Omnibus provisional agreement of May 2026.
7. AI Literacy (Article 4)
Article 4 of the EU AI Act, in force since 2 February 2025, requires organizations to ensure a sufficient level of AI literacy among staff and others operating AI systems on their behalf. We maintain internal training and documentation for our team covering how our AI systems work, their known limitations, and appropriate human oversight of AI-generated output.
8. Questions or Concerns
If you have questions about how AI is used on the Platform, contact: admin@topchiyska.com
Sources
This notice was verified on August 9, 2026 against: EU AI Act Article 50 (artificialintelligenceact.eu/transparency-rules-article-50, published 14 May 2026) and Article 4 AI literacy guidance (artificialintelligenceact.eu/ai-literacy-programs). Monitor these pages, or the official EU AI Act text, for updates ahead of the 2 August 2026 and 2 December 2026 deadlines, and as the Commission’s Code of Practice and Guidelines on Article 50 are finalized.
Implementation requirements
Footer link is not sufficient by itself. You also need: an on-screen disclosure the first time a user sees any AI-generated output (banner, not tooltip); a visible “AI-generated” label on every report screen and PDF/Excel export; and if you have any chat/agent-style interaction, a disclosure shown before the interaction starts, not just referenced in policy.
