---
id: ch11-practice-abstracts
type: spine
title: "Practice abstracts: results in the EIP-AGRI format"
readingTime: 2
standalone: true
core: false
teaser: "Three short videos from 2025 show, side by side, what a plain chatbot answers and what JackDaw answers once it can query real data."
parent: ch11-key-exploitable-results
diagram: null
recallQ: "What are the PoliRural+ practice abstracts, and what does batch 1 (D7.2) cover?"
recallA: "Short, practitioner-oriented summaries in line with EIP-AGRI guidelines. Batch 1 is three videos: innovation mapping from OpenStreetMap data, GeoAI for rural-urban linkage analysis with JackDaw, and a comparison of plain LLM answers with JackDaw's agentic tool calling. Batch 2 (D7.5) is due in month 34."
highlights:
  - "EIP-AGRI-style abstracts: short, practical, publicly circulated"
  - "Batch 1 = three videos on OSM innovation mapping, GeoAI linkages and JackDaw vs plain LLMs"
  - "Written for policymakers, practitioners and open-call applicants"
status: accepted
concept: practice-abstracts
conceptTitle: "Practice abstracts"
parents: key-exploitable-results
lang: en
lens: generic
depth: intro
formalism: none
visuality: text-first
lengthBand: standard
genre: explainer
state: edited
carriers: prose
---

**Practice abstracts** are short, practitioner-oriented summaries of methods and results, written to the **EIP-AGRI** guidelines (European Innovation Partnership for Agricultural Productivity and Sustainability). Their purpose is to let a farm advisor, planner or local authority see in a few minutes whether a result is relevant to them. PoliRural+ plans two batches: **D7.2** (batch 1, month 14, approved) and **D7.5** (batch 2, due in month 34).

## Batch 1: three videos

1. **Assessing regional innovation potential with OpenStreetMap data.** Kernel density estimation over OSM features maps innovation-related assets, such as research institutions, technology hubs and digital infrastructure, across the nine pilot regions. Local hotspots and gaps become visible where aggregate statistics hide them. (https://youtu.be/Jybshpa6W4A)
2. **GeoAI for rural development decisions.** [JackDaw](#c/jackdaw) assesses a place's **weekend tourism potential** from nearby urban population, amenities and driving distances, retrieving current geodata before it answers. (https://youtu.be/H7ubA7s4AYs)
3. **GeoAI meets LLMs.** Three questions are put both to a plain LLM and to JackDaw's agentic tool calling: the local weather, whether a plot suits potatoes, and which water bodies lie in an area. The plain model gives generic or wrong answers. JackDaw calls weather, land-cover and elevation tools for the selected map area. (https://youtu.be/Xu6lkjlGx5g)

## Why the format matters for legacy

The abstracts are aimed at policymakers, practitioners and technical experts, including participants of the Mobilise, Develop and Enhance [open calls](#c/open-calls). D7.2 plans to submit them to the EIP-AGRI platform, where planners and local authorities outside the project can find them. They take lessons from PoliRural: some advanced tools were not adopted locally because of limited know-how and low awareness of their benefits. Short demonstrations address both problems.

**Sources:**
- D7.2 Practice Abstracts – batch 1 — Executive Summary; §1 Introduction; §2 Description of Practice Abstracts; §3 Purpose and Impact — [PDF](https://www.poliruralplus.eu/docs/356/D7.2__Practice__Abstracts_-_batch_1_LxksN3q.pdf)