Projects, Properties & Subcontractor Operations

AI Project Spend & Contract Intelligence for Construction

Control project costs, automate invoice approvals, track vendor contracts, and improve visibility across properties and projects.

$1.9M
Avg. Annual Savings
82%
Faster Draw Review
97.5%
Match Accuracy
7x
ROI Year 1
Why Construction & Real Estate Needs AI

The Problems That Cost You Millions

8–15%

Subcontractor Overbilling

Concrete, electrical, and mechanical subs routinely overbill on labor hours, material quantities, and equipment rental — averaging 8–15% per draw request.

$500K–$3M/project

Material Supplier Padding

Lumber yards, concrete plants, and steel suppliers pad delivery quantities and inflate unit prices across hundreds of POs per project.

300+ /project

Change Order Exploitation

Subcontractors submit change orders with inflated markups and scope creep — without automated cross-referencing, GCs approve $millions in unnecessary costs.

Ask AI

Ask Anything About Your Construction & Real Estate Data

Natural language queries across all your databases. Answers in seconds, not hours. No SQL required.

inferoniq / Ask AI — Construction & Real Estate
Ctrl+K
U
"Show concrete and steel spend by project and supplier"
Queried 3 databases in 1.4 seconds
Category
Amount
Trend
Top Category
$4.2M
+12%
Second Category
$2.8M
-3%
Third Category
$1.9M
+8%
Show concrete and steel spend by project and supplier
Which subs have the most change order markups?
What draw requests exceed progress inspection percentages?
Show equipment rental invoices vs contract rates by project
Invoice Intelligence

AI-Powered 3-Way Match for Construction & Real Estate

MATCH98.7%SUBCONTRACT$185/ydFIELD INSPECTION380 yardsDRAW REQUEST$70,300
Real Example

Concrete sub billed for 450 cubic yards at $185/yd — delivery tickets total 380 yards. $12,950 overbilling caught before draw release.

Subcontractor invoice matching with progress validation
PO and contract validation for every draw request
Duplicate payment and billing checks
Change order impact analysis
Retainage calculation and tracking
Spend Analytics

Complete Spend Visibility Across Your Construction & Real Estate Operations

Spend by Category
Suppliers$4.2MOperations$3.1MContracts$2.4MIT / SaaS$1.8MOther$1.1M
Subcontractor and vendor spend by category
Invoice aging with overdue payment tracking
Spend leakage detection across project invoices
DPO monitoring and vendor concentration risk
Contract Intelligence

AI-Powered Contract Analysis for Construction & Real Estate

Upload any contract. AI extracts clauses, identifies risks, tracks renewals, and monitors obligations — automatically.

Lease and vendor contract management
Renewal and option tracking
Milestone and deliverable monitoring
Obligation and penalty clause alerts
Contract Intelligence
Master Service Agreement
Section 4.2 — Auto-Renewal Clause
This agreement shall automatically renew for
successive one (1) year periods unless notice
is provided ninety (90) days prior...
AI Extracted
Renewal
Auto — Mar 2027
Notice
90 days
Escalation
Up to 8%/yr
Risk
Medium-High
AUDIT READY
Compliance & Controls

Audit-Ready Controls Built Into Every Workflow

Lien waiver and compliance tracking
Approval controls by project and threshold
Complete audit trail for every payment
AIA document compliance validation
Document Intelligence

Upload Any Document. AI Understands It.

Invoices, contracts, PDFs, scanned documents — upload anything. AI classifies, extracts data, embeds for search, and makes it queryable in seconds.

Multi-Source Ingestion

Upload files, connect SharePoint, OneDrive, S3, email — or drag and drop. All formats supported.

AI Classification & Extraction

Auto-classifies document type (invoice, contract, legal, PO) and extracts structured data with GPT-4o Vision.

Smart Edit — 8 AI Actions

Click any document for instant AI analysis: Clause Clarity, Risk Analysis, Key Terms, Line Audit, Tax Check, and more.

Custom AI Agents

Build AI Agents That Match Your Exact Workflow

No code required. Pick your industry, define data sources, configure matching rules, set triggers — deploy a custom AI agent tailored to your business process in minutes.

No-code agent builder with industry templates
Agent Studio — business users customize instructions
Configurable match rules, tolerances, and strategies
Scheduled automation (batch, hourly, per-event)
ERP export in any format (XLSX, CSV, XML, JSON)
Full pipeline observability and audit trail
Custom Agent BuilderNo Code
Agent Name
Construction Cost Auditor
Industry
Construction & Real Estate
Match Configuration
SubcontractField InspectionDraw Request
Data Source
Procore / Sage 300
Trigger
Per draw request
Tolerance
±2%
Agent ready to deployActivate
InputLearningOutput
Self-Learning Platform

Every Query Makes the System Smarter

inferonIQ learns from every interaction — correction patterns, match decisions, and successful queries feed back into the engine automatically.

Query Memory
50–100ms cached responses. 40–60% hit rate that improves daily.
Auto Glossary
Business terms built from successful queries — your domain language.
Correction Patterns
Auto-extracted from feedback. Replayed at query time.
Threshold Tuning
Match rules auto-optimize from human decisions over time.
Cross-Database Intelligence

One Question. All Your Systems.

Query across Oracle + SQL Server + Snowflake in one question. Parallel execution, automatic join inference, unified results.

ORACLESQLServerSNOWFLAKEMERGEUNIFIEDRESULT

8 SQL Dialects

Postgres, SQL Server, Oracle, MySQL, Snowflake, BigQuery, Databricks, Redshift.

Auto Join Inference

FK matching, business key matching, and composite key discovery across databases.

Parallel Execution

Queries execute simultaneously across systems. Results merged and deduplicated.

15+ Connectors

Databases, file storage, email, SharePoint, REST APIs — all unified.

Works With Your Entire Stack

Oracle
SAP
SQL Server
PostgreSQL
Snowflake
BigQuery
MySQL
Databricks
QuickBooks
NetSuite
Xero
SharePoint
Workday
Any ERP
Oracle
SAP
SQL Server
PostgreSQL
Snowflake
BigQuery
MySQL
Databricks
QuickBooks
NetSuite
Xero
SharePoint
Workday
Any ERP

Why Construction & Real Estate Teams Choose InferonIQ

Zero data replication — BYOC available
Connect any database + documents
Ask AI across real enterprise data
Built-in invoice + contract intelligence
Audit-ready controls and compliance
Enterprise security with RBAC
Fast time to value — under 48 hours
BYOC / On-Prem
Zero Data Movement
SOC 2 In Progress
Role-Based Access
Full Audit Trail
PII / PHI Detection
Results

Real Outcomes for Construction & Real Estate

$1.9M
Avg. Annual Savings
82%
Faster Draw Review
97.5%
Match Accuracy
7x
ROI Year 1

Ready to Transform Construction & Real Estate Finance?

Free 48-hour scan. We connect to your data, find the waste, and deliver a report with specific dollar amounts. If we find nothing — you pay nothing.

Read-only access · 48-hour turnaround · No commitment required