Inconsistent formats
Address fields were recorded in inconsistent ways.
LegiStorm Address Standardisation AI: AI Data Standardisation & Quality Improvement
Cleaner addresses. More usable data.
AI-assisted standardisation of inconsistent address fields for government-affairs data.
The Challenge
What stood in the way.
Inconsistent address records reduced the usability of LegiStorm's government-affairs data. The same address written in different ways makes records harder to match, search and rely on.
Inaccurate fields
Some address fields contained inaccurate values that needed correcting.
Downstream usability
Poor address quality reduced how useful the data was for the people relying on it.
Our Solution
How we answered it.
We built an AI model that learns from training data and standardises inaccurate address fields. Instead of hand-written rules for every variation, the model learns the patterns from examples.
- ProblemAddress variations are too many to fix with fixed rules.Our answerWe used an AI model that learns standardisation from training data.
- ProblemInaccurate fields had to be corrected, not just reformatted.Our answerThe model was built to standardise inaccurate address fields.
- ProblemPoor addresses limited what users could do with the data.Our answerStandardising the fields improves consistency across the records.
How It Works
The parts that made the difference.
Model trained on examples
The model learns from training data how addresses should look.
Address standardisation
The model rewrites inaccurate address fields into a consistent form.
Better data quality
Standardised addresses make the wider dataset easier to use.
Results
What changed for the client.
LegiStorm's address records are now more consistent and more useful downstream.
- Improved address consistency and downstream data usability
Technology
What it was built with.
Part of our AI and machine learning work.
- AI/ML model
Let’s Talk
The next big thing starts with a conversation.
An idea, a challenge, a “what if”. Tell us what you have in mind, and we’ll figure out the next step together.
What happens next
- Share your ideaSend the form or book a call, whichever suits you.
- Discovery callWe talk through your goals, timeline and scope.
- A clear proposalA fixed price or monthly rate before any work begins.
- info@technomous.com
- Phone
- +92 333 0440459
- Chat on WhatsApp