Most AI tells you what may happen next. Elijah helps operators understand why what is happening now is actually happening, and how those forces may repeat or change. It locates the operating realities in your market data, stress-tests them on fresh history, and keeps the library current as conditions shift. Underwriting Intelligence is what we built on top for property firms: the cards, monitors, briefs, and document parsing below.
LLMs are strong at suggesting what may happen next. Operators still need to know why the number moved today. Markets and businesses run on persistent realities the same way physics does. Understand the law, and the right intervention becomes obvious. Miss it, and you learn by crashing first.
Locates the relationships that actually drive your market: price bands, DOM response to the ask, absorption by tier, buyer-origin ZIPs, assumption drift on CRE deals. Each pattern is checked on data the system has not seen yet. When a relationship breaks, Elijah treats that as a regime shift, not a silent forecast error.
Listing Underwrite Cards, CRE deal audits, Active Listing Monitor, document enrichment, weekly briefs, and portfolio queues. When your team understands why a listing is stalling or a deal assumption is drifting, Take or Pass, cut or hold, and PASS or WARN at IC follow naturally.
An object in motion tends to stay in motion. Brakes were a natural invention once that law was understood. Elijah gives property operators the same kind of clarity: see what is driving outcomes now, intervene before you have to learn from the expired listing or the failed IC vote.
Every card ships for a moment in the workflow: sign the listing, cut the price, re-target buyers, pass on a deal, or brief the IC.
Walk into every listing appointment or deal review with a defensible call. Elijah produces a card per property with pricing posture, risk flags, and a clear verdict.
For every residential listing appointment. PDF plus web link.
Parsed records attached to every card automatically.
By tier: luxury lakefront, campus corridor, entry SFR, and custom segments.
For commercial listings and acquisitions. Up to two active deals per quarter included.
Once a listing is live, the same market intelligence keeps working. Pricing guidance, DOM tracking, and re-marketing triggers through close.
Current list price vs validated band. Recommended list price or cut size if the ask has drifted optimistic.
Actual days on market vs forecast at current price. Projected DOM if you hold vs if you cut.
When to cut and suggested amount, based on price-cut history for your zip and tier.
Weekly email plus portal. One-page status per listing with green, yellow, or red posture.
Refreshed buyer-origin targets when DOM crosses thresholds or season shifts.
Macro shifts (rates, inventory) translated to what they mean for your active listings by zip.
Broker or IC queue: which active listings need a pricing conversation this week.
Your metro regime brief. Supply, rent, and rate relationships in plain language.
Elijah ingests structured feeds and uploaded documents, extracts the fields that matter for underwriting, and attaches them to each property or deal. No manual comp scrubbing.
Active, pending, and closed listings: price, DOM, cuts, property type, zip, subdivision. Powers comp pools, pricing bands, DOM forecasts, and absorption benchmarks.
Deed type, ownership timeline, assessed value, arms-length filtering. Clean comps, title and distress context, investor vs retail mix in subdivision.
Estate filings, admin deeds, inherited-sale signals by property and subdivision. Estate vs retail pricing posture and seller motivation context.
Zip-level home values, rent indices, migration and wealth proxies for out-of-state feeder markets. Buyer-origin ranking and cross-check when MLS comps are thin.
Uploaded PDFs and spreadsheets parsed into structured assumptions. Rent growth, vacancy, expense ratios extracted for CRE deal audits.
Key assumptions pulled from appraisal excerpts and IC memos. Cross-checked against validated market bands before the vote.
| Data source | What we pull | What it powers |
|---|---|---|
| MLS / Trestle | Active, pending, closed listings across your market | Comp pools, pricing bands, DOM laws, absorption, brokerage vs market benchmarks |
| County records | Deed type, ownership timeline, assessed value | Clean comps, title context, investor vs retail mix |
| Probate / estate | Estate filings, admin deeds, inherited-sale signals | Seller motivation, estate pricing posture, off-market pipeline hints |
| Market indices | Zip values, rent indices, migration proxies | Buyer-origin ranking, luxury tier floors, thin-comp cross-check |
| Your uploads | Rent rolls, T-12s, appraisals, deal memos | CRE assumption audit, IC exhibits, lender collateral review |
Agents keep working in Matrix or your MLS today. CRE teams keep Argus and Yardi. Lenders keep their credit systems. Elijah adds the underwriting layer: cards, briefs, and portfolio queues that attach to the listing or deal record.
Phase 1 does not replace your CRM or require historical data migration. Your team keeps their current workflow.
Every card ships as a printable PDF and a secure web link. Weekly monitor emails keep brokers current without logging in.
Typical deployment on your market data feeds and document sources. Founding brokerage terms available.
Request a walkthrough with a property or deal you are working on today.