IacuWise is an AI prompt optimization tool that restructures your prompts using proven prompt engineering techniques — so you get better results on the first try while measuring the environmental impact (water, energy, CO₂) of every query.
A prompt is the text instruction you send to an AI model like ChatGPT, Claude, or Gemini. The quality of your prompt directly determines the quality of the AI's response. A vague prompt leads to vague answers, wasted tokens, and unnecessary retries — each consuming real resources.
IacuWise analyzes your original prompt and applies prompt engineering best practices: adding clear structure, defining output format and tone, providing context, removing ambiguity, and setting constraints. The result is a prompt that AI models understand correctly on the first attempt.
IacuWise supports optimization for Claude (Anthropic), GPT-4o (OpenAI), Gemini (Google), and DeepSeek. Each model has a specific environmental profile based on its provider's infrastructure, so the impact calculations are tailored to your chosen model.
We calculate water consumption (scope 1 cooling + scope 2 electricity generation), energy usage, and CO₂ emissions for each prompt cycle using peer-reviewed data. Our methodology uses Water Usage Effectiveness (WUE), Power Usage Effectiveness (PUE), and grid carbon intensity metrics specific to each AI provider.
Scope 1 refers to direct water used for cooling data center servers. Scope 2 refers to indirect water consumed in generating the electricity that powers those servers. IacuWise measures both to give you the complete picture of your AI water footprint.
Yes! You get 1 free optimization without even creating an account, and 3 free optimizations per day once you sign up. For power users, the Pro plan is available at $8.99/month.
Pro gives you 50 daily optimizations, access to all AI models, optimization history, the ability to export ESG/CSRD environmental reports, API access, and priority support.
The IacuWise interface is available in English, Spanish, Portuguese, French, German, and Japanese. You can optimize prompts written in any language — the tool works regardless of the input language.
Our calculations are based on peer-reviewed academic sources including Li et al. 2025, You 2025, Lin 2025, and EPA eGRID 2022 data. The methodology is aligned with CSRD, GRI, and CDP reporting frameworks. All sources and parameters are transparently displayed in the methodology panel of each optimization result.
Yes. IacuWise's environmental metrics are aligned with CSRD, GRI, and CDP frameworks. Pro users can export detailed reports of their AI-related water, energy, and carbon footprint for inclusion in corporate sustainability reports.
Your prompts are processed securely and are not stored after optimization. We use encrypted connections and do not share your data with third parties. Authentication is handled through Google OAuth or secure magic link emails.
AI models run on servers in data centers that generate significant heat. These data centers use water for cooling (evaporative cooling towers) and consume electricity that itself requires water to generate (thermal power plants). A single ChatGPT conversation can use the equivalent of a small bottle of water.
Research shows that the average unoptimized prompt requires approximately 2.5 attempts to get a satisfactory answer. An optimized prompt reduces this to about 1.1 attempts — saving roughly 60% of the total token cycle and its associated environmental impact.