AI for Evaluating EU Proposals: What Evaluators See

Live Webinar · 25 November 2026 AI is rapidly changing how research offices, National Contact Points (NCPs), and internal evaluation panels handle proposal review workflows. Used correctly, AI can help reviewers pre-screen large volumes of proposals faster, identify structural weaknesses, and improve internal evaluation efficiency. Used incorrectly, it crosses ethical and procedural boundaries. Under the European Commission’s Standard Briefing Slides v14.0, evaluators must not use AI to score proposals or make evaluation decisions. Yet many organisations still lack clear guidance on where the line actually sits. This practical 90-minute webinar explains where AI supports proposal evaluation safely, where it introduces risk or bias, and how to build compliant AI-assisted pre-screening workflows. Whether you manage internal evaluations, proposal triage, or research-support operations, this session will help you establish safer and more effective AI practices.

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AI for Evaluators (Half-Day) — Fully Practical and Safe Live Course
AI for Evaluators (Half-Day) — Fully Practical and Safe Live Course Webinar Attendees Get 50 EUR Discount Offer

AI for Evaluators (Half-Day) — Fully Practical and Safe

Half-Day Live Course · 3 December 2026

A practical workshop for institutions running internal pre-evaluations of Horizon Europe, ERC, MSCA, and EIC proposals. Build your own AI-assisted pre-screening rubric, internal ESR workflow, bias controls, and confidentiality safeguards — without crossing evaluation rules.

Book my seat — EUR 350

Event Details

Date: Thursday, 3 December 2026
Time: 09:30 – 13:00 CET
Format: Live workshop on Zoom
Price: EUR 350

Why Attend

Research offices and universities increasingly run internal proposal pre-evaluations before submission.

AI can significantly accelerate:

  • Draft triage

  • Gap analysis

  • Internal ESR drafting

  • Consistency checking

  • Section comparison

  • Proposal review workflows

But only if it remains within strict ethical and procedural boundaries.

This live 3.5-hour workshop focuses on building AI-assisted internal review systems that:

  • Stay inside ESR scoring rules

  • Avoid evaluator-style misuse

  • Protect confidentiality and IP

  • Reduce bias and inconsistency

  • Improve institutional review workflows

You work directly on sample drafts and institutional workflows while building a practical pre-evaluation setup.

You leave with:

  • A pre-screening rubric

  • An AI-assisted internal ESR structure

  • Bias mitigation methods

  • Originality and fingerprint checks

  • GDPR-safe review workflows

  • A free institutional setup call after the workshop

This is practical institutional workflow design — not a lecture.

Is This For You?

A good fit if you are:

  • An NCP, research office, grants office, or institutional pre-evaluation panel

  • Running an organised internal proposal review process

  • Looking to integrate AI safely into proposal triage and pre-screening

  • Ready to bring a sample proposal draft for testing

Not the right fit if:

  • You are an active European Commission evaluator seeking to use AI during official proposal scoring

Official EC evaluators are not permitted to use AI tools for proposal scoring. This course focuses exclusively on institutional pre-evaluation workflows before submission.

What You Walk Out With

01 — Pre-Screening Rubric

An institutional rubric aligned with ESR scoring structures and evaluation logic.

02 — AI-Assisted Internal ESR

A structured internal ESR workflow using AI for drafting and review support.

03 — Bias Neutralisation Methods

Practical methods for identifying and reducing common AI and reviewer bias patterns.

04 — Section Comparison Tooling

Workflows for comparing proposal sections against funded proposal patterns and internal benchmarks.

05 — Proposal Fingerprint Check

Methods for originality verification and consistency checking across drafts.

06 — Confidentiality & IP Guardrails

Practical frameworks for GDPR-safe handling of proposal drafts, institutional data, and intellectual property.

How the 3.5 Hours Run

01 — ESR Scoring Structure & Boundaries

25 min

02 — Building a Pre-Screening Rubric

35 min

03 — Drafting an Internal ESR With AI Assistance

45 min

04 — Bias Neutralisation & Traceability

35 min

05 — Originality Fingerprint & Section Comparison

30 min

06 — GDPR-Safe Setup & IP Guardrails

20 min

Included Bonus

Free Institutional Setup Call

Every participant receives one free institutional setup call after the workshop.

The session focuses on integrating the rubric and review process into your existing internal pre-evaluation workflow.

Included in the EUR 350 fee.

You also receive:

  • Full workshop recording (available for 30 days)

  • Free institutional setup session

EUR 350 — Book My Seat

Who Runs It

Nikolaos Floratos

EU funding consultant since 2002 with more than 20 years of experience as a European Commission evaluator across H2020, Horizon Europe, and EIC programmes.

  • 50,000+ researchers and innovation actors trained

  • Experience across 45+ countries

  • Ranked among the top Google results for EU funding expertise

What You Will Not Get

This course is not for active EC evaluation work.

AI-assisted scoring during official European Commission evaluation is forbidden.

The workshop focuses exclusively on:

  • Institutional pre-screening

  • Internal triage

  • Draft review

  • ESR-style preparation

  • Proposal improvement workflows

No automated scoring promises.
No “AI evaluates proposals for you” claims.
No unsafe or non-compliant evaluation practices.

Common Questions

Do I need a finished draft?

No. Three sections at first-draft level are enough. Bring what you have.

Can two people from the same organisation attend on one ticket?

Yes. Two named participants are included per ticket. Additional seats are EUR 100 each.

Is the recording shared?

Yes. The recording is sent within 24 hours and remains available for 30 days. Your draft is never shared.

What if I cannot attend on the date?

You may transfer your seat to the next cohort of the same course at no additional cost.

Refund policy?

Full refund up to 7 days before the event. After that, your ticket may be transferred to the next cohort or to a colleague.

Questions?

Email: nf@cyberall-access.com


EUR 300 (+ 19% VAT)

Order summary
AI for Evaluating EU Proposals: What Evaluators See
Full Price AI for Evaluating EU Proposals: What Evaluators See Webinar

Live Webinar · 25 November 2026 AI is rapidly changing how research offices, National Contact Points (NCPs), and internal evaluation panels handle proposal review workflows. Used correctly, AI can help reviewers pre-screen large volumes of proposals faster, identify structural weaknesses, and improve internal evaluation efficiency. Used incorrectly, it crosses ethical and procedural boundaries. Under the European Commission’s Standard Briefing Slides v14.0, evaluators must not use AI to score proposals or make evaluation decisions. Yet many organisations still lack clear guidance on where the line actually sits. This practical 90-minute webinar explains where AI supports proposal evaluation safely, where it introduces risk or bias, and how to build compliant AI-assisted pre-screening workflows. Whether you manage internal evaluations, proposal triage, or research-support operations, this session will help you establish safer and more effective AI practices.

AI for Evaluating EU Proposals: What Evaluators See

Live Webinar · 25 November 2026

AI is rapidly changing how research offices, National Contact Points (NCPs), and internal evaluation panels handle proposal review workflows.

Used correctly, AI can help reviewers pre-screen large volumes of proposals faster, identify structural weaknesses, and improve internal evaluation efficiency.

Used incorrectly, it crosses ethical and procedural boundaries.

Under the European Commission’s Standard Briefing Slides v14.0, evaluators must not use AI to score proposals or make evaluation decisions. Yet many organisations still lack clear guidance on where the line actually sits.

This practical 90-minute webinar explains where AI supports proposal evaluation safely, where it introduces risk or bias, and how to build compliant AI-assisted pre-screening workflows.

Whether you manage internal evaluations, proposal triage, or research-support operations, this session will help you establish safer and more effective AI practices.

Webinar Details

Date: Wednesday, 25 November 2026
Time: 10:00 – 11:30 CET
Format: Live Zoom + 14-day recording access
Price: EUR 50

Reserve Your Seat — EUR 50

Why Attend

Research offices and evaluation teams increasingly face:

  • High proposal volumes

  • Limited review capacity

  • Tight turnaround times

  • Pressure for faster internal assessment

AI can assist with:

  • Structural pre-screening

  • Gap identification

  • Consistency checks

  • Internal evaluation support

But AI also creates risks involving:

  • Bias amplification

  • Lack of score traceability

  • Confidentiality concerns

  • Improper automated decision-making

This webinar explains:

  • Where AI helps evaluators safely

  • The difference between advisory and decision-making use

  • Bias controls and traceability measures

  • What Standard Briefing Slides v14.0 now requires

You will leave with practical frameworks for building compliant AI-assisted evaluation workflows without crossing regulatory or ethical boundaries.

What You Will Walk Away With

1. Learn Three AI Workflows for Fast Proposal Pre-Screening

See practical approaches for triaging and reviewing large proposal batches more efficiently.

2. Understand Bias Controls and Traceability

Learn how to reduce bias, document AI-supported analysis, and maintain reviewer accountability.

3. Clarify the Boundary Between AI as Advisor and AI as Decider

Understand where AI support remains acceptable — and where automated evaluation becomes non-compliant.

4. Understand What Changed in Standard Briefing Slides v14.0

See how the latest Commission guidance affects evaluators, internal reviewers, and research offices.

Who Runs the Webinar

Nikolaos Floratos

EU funding consultant since 2002 and European Commission evaluator with more than 20 years of experience across Horizon 2020, Horizon Europe, and EIC programmes.

  • 50,000+ researchers and innovation actors trained

  • Experience across 45+ countries

  • Extensive proposal-evaluation and research-management background

Who Should Attend

This webinar is designed for:

  • National Contact Points (NCPs)

  • Research-management offices

  • Internal pre-evaluation panels

  • Proposal reviewers

  • Grant and funding-support teams

  • Research administrators

  • Organisations developing AI-assisted evaluation workflows

Included with Your Registration

Your EUR 50 registration includes:

  • Live webinar access

  • 14-day webinar recording

  • Q&A session

  • EUR 50 discount toward the AI for Evaluators workshop

Next Step: AI for Evaluators — Half-Day Workshop · 3 December 2026

A 3.5-hour practical workshop focused on safe and compliant AI-assisted evaluation workflows.

Includes:

  • Pre-screening rubric design

  • Internal Evaluation Summary Report (ESR) workflows

  • Bias-neutralisation techniques

  • Originality and AI-pattern detection

  • GDPR-safe setup guidance

  • Practical evaluator exercises

Webinar participants receive EUR 50 off the EUR 350 follow-up course.

Frequently Asked Questions

I cannot attend live. Will I receive the recording?

Yes. The recording is sent within 24 hours and remains available for 14 days.

Is this only for first-time reviewers?

No. Experienced evaluators, NCPs, and research managers benefit equally. Most AI-related evaluation risks arise from workflow design rather than evaluation experience.

Can the EUR 50 webinar fee be applied to the workshop fee?

Yes. Attendees receive a EUR 50 discount code for the follow-up course.

Questions?

Email: nf@cyberall-access.com


EUR 50
VAT (19%) EUR 9.50
Total due EUR 59.50

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