AI Usage Framework · Method · Responsibility
AI usage framework.
FlashInsight is a decision-support tool for marketing teams. It delivers structured early signals to help you decide sooner — but it does not replace your professional judgment, nor a full field study when the stakes and the budget call for one.
1. What the AI delivers
The results (insights, summaries, verbatims, scores) are produced by probabilistic models and simulations calibrated against the target audience. They are useful projections to explore, compare and prioritize earlier in the decision cycle.
2. What the AI does not guarantee
The outputs are not factual truths and may contain errors or biases. FlashInsight does not guarantee any commercial, marketing, financial or strategic outcome. The method frames the rigor of the protocol — not the performance of the choice that follows.
3. Your usage commitments
You agree to read the results critically before any decision. You remain responsible for compliance (legal, regulatory, sector-specific) and for how the insights are used in your business.
4. Our commitments
We maintain a security and confidentiality framework, and we make explicit that the content is AI-generated. Files you upload (stimuli, briefs, context documents) are processed within the scope of the service.
5. Responsibility for decisions
Decisions made based on the results are yours. FlashInsight cannot be held responsible for operational, strategic or commercial choices made on that basis.
6. Acceptance
By launching a study or a run on the platform, you accept this AI usage framework.
7. Pedagogical FAQ
Does FlashInsight replace a research firm?
No. FlashInsight is built to iterate fast and surface a first level of structured signal — between instinct and the full study. For high-stakes decisions, in budget or reputation, a complementary field study is still recommended.
Why probabilistic results?
Because AI simulates likely behaviors, not certain facts. The results help you decide, but they do not guarantee future performance. We work on relative gaps — which concept wins — more than absolute scores.
Who is responsible for the final decision?
You. The platform sharpens your judgment — it does not replace it. Business validation and operational choices remain yours.
How to use AI insights well?
Use them as a tool: cross-check them with your context, your internal data and — when the stakes justify — complementary field validations. Method over Magic.
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To discuss the scope of a project, or for any question on this framework: flashinsight.io