Ruthless Evaluator

Ruthless Evaluator is an advanced artificial intelligence solution specifically designed to stress-test European Union funding proposals before their official submission. Unlike generic text generators, this tool functions as a critical reviewer that simulates the official evaluation process, analyzing the project’s alignment with the Work Programme, the technical template, and the European Commission’s scoring criteria. Its primary function is to identify critical weaknesses that could lead to point deductions and offer direct recommendations to strengthen the application.

The operation of Ruthless Evaluator is structured into a streamlined three-step process completed in approximately eight minutes. First, the user selects the specific program context to apply the correct rubric. After uploading the draft in text or document format, the tool performs a comprehensive analysis based on a structured review logic informed by European funding experts. Finally, it generates a detailed report with scores and technical comments similar to those issued by a real evaluator.

This funding proposal analysis tool stands out for its functional capabilities:

• Sub-criterion evaluation: It analyzes the Excellence, Impact, and Implementation blocks following the specific logic of each call.
• Weakness detection: It identifies vague statements, lack of evidence, poor justifications, or structural misalignment.
• Actionable recommendations: It provides precise suggestions linked to the evaluation criteria to immediately improve technical quality.
• Version comparison: It allows for iterations and side-by-side version comparisons to monitor the evolution of the estimated score.

The technology behind Ruthless Evaluator is not based on generic prompts, but on algorithms optimized for high-level programs such as Horizon Europe, EIC (Pathfinder, Transition, Accelerator), Eurostars, and LIFE. It is an essential tool for consultancies, Technology Transfer Offices (TTOs) at universities, and technology centers that need to ensure the maximum competitiveness of their proposals from a computer or any professional device.

In terms of security and confidentiality, the platform applies privacy-by-design principles. Drafts are not used to train AI models or for benchmarking purposes. Documents are automatically deleted after processing, and generated reports are only accessible to authenticated users, ensuring that the project's intellectual property remains under the user’s control and in strict compliance with GDPR.