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Document AI
Automated extraction and validation with full audit trails.
- Lease abstracts & COIs
- Change-order deltas
- Exception queue
- Data lineage & export
Real Estate & Construction
Automate underwriting, detect change orders, and forecast project cash flow with decision intelligence.
Key Challenges
Disparate contracts, permits and change orders obscure risk and cash flow.
Leases, COIs, permits and change orders buried in PDFs.
Slippage and variance detection across subcontractors.
NOI, vacancies and disposition scenarios in one place.
Lien releases, safety, insurance and inspections.
Draws, pay apps and RFIs unlinked to systems.
AI Solutions That Work
Standardize documents, surface risk early, and model cash flow.
Automated extraction and validation with full audit trails.
Variance alerts and schedule risk scoring across vendors.
Roll-ups and scenario planning for NOI and dispositions.
Deployment & Governance
Secure, auditable and cost-aware. BYO cloud/models or use our managed stack.
Databases, files, APIs, ERP/CMMS, project tools
PII redaction, schema mapping, quality checks
Pipelines, agents, human-in-the-loop approvals
Dashboards, copilots, alerts, tickets, webhooks
RBAC, audit trails, evaluation, drift monitoring