Listing, imagery and conversation data for valuation, search and agent assistants.

Property imagery, floor plans, listing text and agent conversation data.

Property data is unusually inconsistent: the same three-bedroom flat is described five different ways across five portals, and the photographs are taken by whoever had a phone.

We normalise attributes against a taxonomy you define and annotate imagery to the same schema across markets, so a model trained in one city transfers to the next.

Where AI is being applied in real estate

The applications teams actually come to us for, rather than the full theoretical list.

Property imagery
Room type, condition and feature tagging across listing photos.
Floor plan parsing
Room boundaries, dimensions and fixtures extracted from plans.
Listing text extraction
Attributes normalised from free-text descriptions.
Document processing
Agreements, title documents and rent rolls digitised.
Agent conversation
Enquiry and viewing dialogue for assistant training.
Condition assessment
Damage and wear labelling for survey automation.

How Karmyug helps

AI data collection

Speech, image, video and text collected to your spec, recruited by quota.

Generative AI services

Prompts, preference pairs, rubric ratings and red teaming for language models.

Data annotation

Boxes, polygons, masks, cuboids and text labels, measured against gold.

Data transcription

Verbatim, timestamped and diarised transcripts from native linguists.

Real estate datasets

Real estate enquiry chat

Property enquiry, viewing and negotiation conversations with attribute extraction.

Property image tagging

Listing photography tagged by room type, condition, feature and quality.

Floor plan parsing

Architectural plans with room boundaries, dimensions and fixtures extracted.

Data security and compliance

The controls your risk team will ask about, before they ask.

GDPR
EU data subject rights and DPAs
CCPA
California consumer privacy
DPDP Act 2023
India data protection, in-region storage

Read the security policy

Real estate questions

Can you work across multiple countries?

Yes. Attribute taxonomies are mapped per market so the delivered schema stays consistent.

Do you handle listing documents?

Yes, under the same document AI workflow with PII redaction verified before delivery.

Other industries

AR / VR

Hand tracking, gaze, spatial audio and gesture data for headsets.

Automotive

Perception, driver monitoring and in-car speech for ADAS and autonomy.

Banking & finance

KYC, document automation, fraud labelling and support analytics.

Healthcare

Medical imaging, clinical NLP and consultation transcription.

Power your real estate AI with data you can audit.

Start with a pilot batch against your real guidelines. You accept it before anything scales.

Book an AI data strategy call See solutions