AI ANALYSIS & REPORTING

4,000 comments. Analyzed before lunch.

The analysis and reporting layer planning firms have been doing in Excel - now built into the platform. AI-categorised open text, branded charts that update in real time, direct export to ArcGIS.

AI categorization

Open-text responses and Dialogue Map comments auto-categorized at submission. Edit or reassign manually where context matters.

Live charts & heatmaps

Pie, bar, heatmap, word cloud – every visualization updates in real time as data comes in or filters change.

Export-ready for GIS and clients

PNG and SVG charts, full project ZIP, survey data as Excel — everything your client needs. GeoJSON and Shapefile for GIS.

Stop losing margin to comment categorization.

On fixed-fee contracts, open-text analysis is non-billable. A 2,000-response project burns 1-2 days. A comprehensive plan burns a week. Senf cuts that to hours not days – AI categorizes at submission, you review and adjust where context matters.

Filter everything. Compare anything.

Filter by demographic, geography, AI tag, or cross-question response. Split any chart by group to compare responses side by side. Change a filter, the charts follow. Change a category, the word cloud follows.

Charts that are the deliverable.

Most firms rebuild every chart in Excel or PowerPoint to make it client-ready. The charts in Senf come branded, styled, and exportable. Export individual charts as PNG or SVG – or every chart in the project as one ZIP. Drop SVGs into Illustrator without rebuilding.

Spatial output your GIS team can use.

Heatmaps by mode – walking, cycling, driving – and by demographic. Export as GeoJSON or Shapefile, directly into ArcGIS or QGIS. No manual geocoding.

Brian Reetz, Principal at Design Collective, smiling in the firm's office in front of project photographs

"Including Senf in our proposals has become a real competitive advantage. It signals innovation to clients – and it wins projects."

Brian Reetz

Principal, Design Collective

See Senf in action

• Walk through a project scenario relevant to you
• See setup, engagement, and analysis end to end
• Discuss pricing based on your project volume

Different Screens of Senf Platform