5 Reasons Why Doorda AI Makes Planning Application Data Work Harder

Planning is moving faster, and complexity is only growing.

If you’ve ever wrestled with planning applications, you’ll know the data is there — but finding the story in it is another matter. From small home extensions to multi-million-pound redevelopments, the details are scattered, inconsistent, and often buried in formats that aren’t exactly easy to work with.

That’s where Doorda AI comes in — taking trusted UK-wide datasets and adding smart analysis tools that cut through the noise. The result? Clear, actionable insight for anyone who needs to make sense of planning data, whatever the scale.

The Challenge: When Planning Data Gets Messy

Planning applications contain rich details: descriptions, valuations, timelines, and the people behind them. But they’re spread across hundreds of local authorities, each with their own quirks.

Most providers either give you raw data dumps or basic dashboards. That’s fine if you just want to know what’s filed, but not if you want to understand what it means. For planners, developers, or policy analysts trying to spot risks and opportunities, that gap is huge.

What Makes Doorda AI Different

We’ve built a platform that works equally well for the smallest household planning applications and the largest city redevelopment schemes. Here’s how.


1. One View for All Scales –

From a single home extension to a skyline-changing development — all in one view.

Doorda AI unifies “big” and “small” project data into a single, searchable resource so you can:

  • Compare local patterns against major national projects.
  • Track stakeholder activity — from local agents to top developers.
  • Spot new submissions, re-applications, or amendments as they happen.

2. Turning Messy Data into Usable Intelligence

Planning data isn’t tidy. There’s free-text descriptions, inconsistent categories, and missing addresses. Our AI cleans and enriches it by:

  • Classifying projects by sector, stage, and type automatically.
  • Extracting emerging themes — like “solar panels” or “modular build”.
  • Pinpointing precise locations for instant demographic overlays.

3. Spotting Risks and Opportunities Early

See the bigger picture — approvals, rejections, and trends across the UK.

Doorda AI doesn’t just store data — it predicts outcomes. Our models can:

  • Estimate the likelihood of approval using historical trends.
  • Forecast project timelines to key milestones.
  • Highlight key players in the planning ecosystem.

4. Connecting the Dots Beyond Planning

We join planning records with property sales, socioeconomic data, and land registry information so you can:

  • Measure the likely impact on property values and local services.
  • Search by postcode, street, or neighbourhood without battling inconsistent records.

5. AI Power Without the Complexity

Ask in plain English. Get structured, intelligent answers.

Whether you’re a data analyst or just need a quick answer, you can:

  • Search in natural language.
  • Set up custom alerts for the projects you care about.
  • Use our API to slot the data straight into your own systems.

Why Settle for “Just Data”?

Planning is moving faster, and complexity is only growing. Doorda AI doesn’t just hand over numbers — it surfaces the signals you need to act fast, make better calls, and see opportunities before they’re obvious.

It’s not just a dataset.
It’s your planning intelligence, switched on.

See the difference for yourself. Book a quick demo with our team today and discover how Doorda AI can help you uncover opportunities, manage risk, and make planning decisions with confidence.