Investment Sales Runs on
Information and Relationships.
We Build the System for Both.
The best brokers don't just work harder — they know more, earlier. We build AI-native origination engines, underwriting automation, and relationship intelligence systems that give your investment sales team a structural edge — not another CRM to ignore.
We Know How Deals Get Made.
Every stage below maps to production software we've already built. This isn't a pitch deck — it's an engineering spec informed by practitioners who lived the workflow.
Deal Origination
Your top of funnel isn't inbound leads — it's ownership intelligence. Map properties to owners to decision-makers, resolve LLC opacity, detect sell triggers (loan maturities, capital stack stress, leasing rollover risk, partnership changes), and surface the right conversation before the market knows the asset is available.
Underwriting & Pricing Strategy
Rapid underwriting from rent rolls and T-12s — not days of analyst time cleaning spreadsheets. AI-built pro formas, market comp analysis, and pricing strategy recommendations (whisper price, price guidance, or marketed process) calibrated to the current buyer universe and debt environment.
Marketing Package Creation
OM generation, financial model assembly, and data room construction — the most manual, repetitive hours in an investment sales process. Automate the assembly. Pull maps, demographics, aerials, and financials into institutional-quality materials without starting from scratch every deal.
Buyer Targeting & Process Execution
Curate the buyer list by strategy, geography, recent activity, and capital availability. Run personalized outreach at scale. Track who opened the OM, who accessed the data room, who is serious versus tire-kicking. Manage NDAs, Q&A, and process timelines from a single view.
Negotiation & Closing
Normalize competing bids into comparable formats. Flag buyer credibility risk, financing contingencies, and execution probability. Track the critical path from LOI through PSA through close — ensuring nothing slips between legal, lender, title, and escrow workstreams.
The Relationship Flywheel
Top brokers win because they know who will sell before anyone else — built on decades of relationship equity. We build the long-term memory layer that captures every interaction, surfaces opportunities 6–12 months out, and ensures your relationship network compounds with every deal, not just every hire.
AI That Operates. Not AI That Chats.
Each agent below is a purpose-built system with real tool execution, confirmation gating, and audit trails. They don't summarize — they originate, underwrite, generate, and match.
Ownership Intelligence Agent
Continuously maps property → ownership → entity → decision-maker. Resolves LLC structures, cross-references public records, and maintains a living ownership graph — not a static contact list that decays the moment it's exported.
Trigger Detection Agent
Monitors loan maturities, leasing rollover exposure, market comps suggesting peak pricing, and capital stack stress signals. Flags likely sellers before they hit the market. Event-driven alerts, not manual searches.
Relationship Memory Agent
Logs every call, text, email, and meeting. Surfaces the best next touch with full context — what was discussed, what they own, what their investment preferences are, and when they last transacted. Years of relationship history, instantly retrievable.
Underwriting Agent
Ingests rent rolls, T-12s, and operating statements — including messy PDFs and inconsistent Excel formats. Normalizes the data instantly and builds real-time pro formas with rent growth scenarios, exit cap sensitivity, and market-benchmarked expense assumptions.
Valuation Intelligence Agent
Compares the asset against live market comps, recent transactions, and current debt/equity pricing. Recommends pricing strategy — whisper, guided, or auction — calibrated to buyer depth and capital markets conditions.
OM Generation Agent
Auto-generates institutional-quality Offering Memorandums by pulling maps, demographics, aerials, financials, and market narratives into branded templates. What used to take a week of analyst time becomes a structured, repeatable workflow.
Buyer Matching Agent
Matches each asset to the highest-probability buyers based on acquisition strategy, geographic focus, recent activity, fund vintage, and return profile. Personalized outreach with deal-specific context — not a blast email to a purchased list.
Bid Management Agent
Normalizes competing bids into structured, comparable formats. Assesses price versus certainty of close. Recommends the best path forward based on buyer credibility, financing risk, and execution track record.
The Intelligence Layer Underneath.
Agents are only as good as the data and infrastructure they operate on. We build the connective tissue.
CRE Data Enrichment
Direct integrations with Regrid, ATTOM, BatchData, Whitepages Pro, and Reonomy. Parcel data, transaction history, ownership records, tax assessments, and contact enrichment — consolidated into one queryable layer.
Outreach Infrastructure
Multi-channel outreach with A2P 10DLC SMS, email sequencing, and call logging. Session-based tracking ties every touchpoint back to the property and the owner. Compliant, persistent, and measurable.
Geospatial Intelligence
Mapbox + PostGIS mapping for portfolio visualization, comp clustering, submarket analysis, and proximity-based prospecting. See your market the way you think about it — geographically, not alphabetically.
Long-Term Memory Layer
Vector memory with semantic search, importance decay, and consolidation. Your system remembers context from two years ago — the conversation with that owner, their partner situation, their loan maturity — and surfaces it when it matters.
The Broker's Edge Isn't a CRM. It's a System That Learns.
Every brokerage has Salesforce. Nobody thinks it's a competitive advantage. The brokers who dominate a market do it because they have better information earlier — who owns what, who's likely to sell, and what the asset is actually worth before anyone else runs the numbers.
We build systems that capture that edge and compound it. Ownership intelligence that resolves LLC structures. Trigger detection that flags sell signals from public data. Relationship memory that recalls every conversation with every owner across your entire team — not just the broker who made the call.
The result: your team originates more, underwrites faster, and closes with higher certainty. Every deal makes the system smarter. Every hire inherits the full institutional knowledge base on day one.
Let's Build Your Origination Engine.
If your investment sales team is ready for software that actually understands how deals get made — we should talk.