PROMPT
PROMPT is an AI-assisted rating platform that gives every residential real estate project an independent, data-backed score.
Industry
Real Estate (PropTech)
Services
Strategy, Data Engineering, AI/ML, Development
Technologies
React JS
Video
See the platform in action
PROMPT is an AI-assisted rating platform that gives every residential real estate project an independent, data-backed score, so home buyers can judge risk before committing money. The information about a project is scattered across government RERA portals, company filings, builder websites, and brochures. We built a platform that collects it, reads the documents with AI, checks the facts against clear rules, and turns everything into one easy score card, backed by analyst review. It currently covers four states and is designed to add more without changing the scoring logic.
The problem we solved
Rating a project fairly means trusting the data behind it. Our challenge was to gather information that is scattered, inconsistent, and mostly buried inside documents, then turn it into scores that people can trust and check for themselves. Each challenge pushed us to build something that is accurate today and ready to grow tomorrow.
Scattered, Inconsistent Data
Every state portal is built differently. We convert each state's data into one common format, so scoring stays the same everywhere.
Reading Documents at Scale
Most facts sit inside scanned PDFs and plan drawings. AI extracts them, and rule-based checks confirm what was found.
Trust and Transparency
Every score shows its reason, its source document, and the page it came from, so anyone can verify it.
Growing Beyond One State
The platform was designed state-agnostic. It covers four states today, and new states plug in without rewriting the scoring.
The solution
The client needed one trusted place where a project’s legal standing, the developer’s track record, location, transparency, amenities, and environment come together as a single, understandable score. We built a data and AI pipeline that gathers and reads the information, a scoring engine that applies clear rules and flags real risks, and an analyst portal where every score is reviewed and approved before it is published.
One Clear Score Card
A total score, a rating band, and a simple breakdown across all six groups, readable at a glance.
Evidence on Every Score
Each check shows why it scored that way, with links to the exact documents and pages behind it.
Side-by-Side Comparison
Projects and builders can be compared on the same checks, one by one.
Data Collection
Automated pipelines gather project data and documents from official portals and store them safely for scoring.
AI and Rules Together
AI reads the documents, and rule-based checks decide the points, so scores stay consistent and explainable.
Business impact & ROI
PROMPT now gives home buyers a clear, evidence-backed view of a project’s risk in one place. Analysts spend their time reviewing facts instead of hunting for them, and the platform is ready to add new states as demand grows.
4
States covered
6
Scoring groups
70+
Checks per project
200+
Projects scored
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