AI for Real Estate & Construction
Abstract leases, review titles, and process planning applications in minutes. Handle thousands of clauses across portfolios with consistency and audit trails.
Built for
Why Real Estate teams struggle today
The problems we see in every real estate workflow.
- Lease abstraction across hundreds of properties takes weeks per portfolio
- Title document review for defects requires line-by-line legal analysis
- Planning application compliance checks are manual
- Environmental survey risk assessment varies by reviewer
- Dilapidation reports and valuation cross-checks are slow
How DataStruct AI solves it
Purpose-built capabilities for real estate workflows.
- Lease term extraction (rent, breaks, reviews, alienation, repair)
- Title defect and encumbrance flagging with severity scoring
- Environmental contamination risk detection
- Planning condition extraction with compliance tracking
- Portfolio-wide comparison and benchmarking
Real Estate use cases
The most impactful workflows DataStruct AI powers for real estate teams.
Lease Abstraction
Problem: Abstracting key terms from lease portfolios takes paralegals weeks per property.
Solution: Automated extraction of 50+ standard lease fields with citation to clause.
Impact: Process portfolios in days, not weeks. Consistent output across reviewers.
Property Due Diligence
Problem: Acquisition DD requires reviewing titles, surveys, leases, and planning across many properties.
Solution: Bulk processing with red-flag detection (contamination, restrictive covenants, planning issues).
Impact: Catch deal-altering issues before exclusivity expires.
Planning Compliance
Problem: Planning conditions are scattered across decision notices and S106 agreements.
Solution: Extract conditions with deadline tracking and compliance verification.
Impact: Never miss a condition. Avoid enforcement actions.
Construction Contract Analysis
Problem: NEC, JCT, FIDIC contracts contain risk-allocating clauses buried across hundreds of pages.
Solution: Automated clause extraction with risk scoring and benchmarking.
Impact: Negotiate from a position of knowledge. Reduce dispute risk.
Document types we handle
Questions you can ask
- ›“What are the break clauses in this lease?”
- ›“Extract all rent review provisions”
- ›“What restrictive covenants apply to this title?”
- ›“Identify environmental contamination risks”
- ›“What planning conditions must be satisfied?”
Why Real Estate teams choose DataStruct AI
Evidence-cited AI
Every answer linked to source. Designed to reduce hallucinations through citation validation and abstention. Audit-ready by design.
Built to scale
Multi-tenant architecture with SSO, RBAC, and audit logs. Scales to thousands of users without losing tenant isolation.
12 domain packs
Pre-configured terminology, document types, and rule packs for your vertical.
See DataStruct AI in action
Tell us about your team, document volumes, and integrations. We'll put together a tailored package and walk you through the platform.