AI for Energy & Real Estate
Land records, deeds, leases and contracts hold your revenue — locked in handwriting, PDFs and county formats. We build LLM and GIS systems that extract, map and track ownership at machine speed, with the accuracy the money demands.
- 90%
- faster deed processing (Glacier Analytics)
- $8.5M
- in new leases identified in one quarter
- $950K
- saved annually, zero critical errors
Delivered in production
Sound familiar?
Deeds and leases that take hours of skilled manual processing each
Ownership chains and royalty calculations prone to costly errors
Opportunities invisible because the data is unreadable at scale
What we build for energy & real estate
Document intelligence
LLMs fine-tuned to extract royalty percentages, parties and terms from handwritten and scanned records — 90% faster than manual.
GIS & mapping automation
Automated mapping of metes-and-bounds descriptions, satellite imagery processing and parcel-level intelligence.
Ownership-chain tracking
API-integrated trackers that keep title chains current and flag conflicts before they become legal problems.
Deal-flow intelligence
Turn processed records into a searchable, alertable pipeline — the system that found one client $8.5M in leases in a quarter.
Proven in production
From Handwritten Deeds to $8.5M in New Leases: AI-Powered Mineral Rights Intelligence
90%
Faster deed processing
Read the Glacier Analytics story →
From 8 Hours to 47 Milliseconds: Real-Time Fraud Scoring at Fintech Scale
47 ms
Fraud-scoring latency, down from 8 hours
Read the PropCFlow Inc. story →
AI for Energy & Real Estate — FAQs
Can LLMs really read handwritten deeds accurately?
With fine-tuning on your document types and a human-in-the-loop review flow for low-confidence extractions, yes — our production system processes deeds 13× faster with zero critical errors.
How do you handle the accuracy stakes — these documents move money?
Every extraction carries a confidence score; below threshold, a human reviews. We build the evaluation suite first and measure against ground truth before anything touches production.
Can this integrate with our title software and county data sources?
Yes — API integration with your existing systems and data providers is standard scope, not an add-on.
Where do we start?
A 2-week Sprint on a sample of your real documents. You see extraction accuracy on your data before committing to a build.
Ready to talk energy & real estate?
Tell us the outcome you need. We’ll scope it, price it fixed, and deliver it — AI agents and senior engineers, one team.