Every deal, every relationship, every decision — unified with the outside data that makes them readable. Specialized agents screen inbound flow, underwrite, draft memos, and surface deals before the rest of the market sees them — each reading from your firm's full history. All through email.
FW: 450 Park Ave — Eastdil Offering Memorandum
Just got this from Marcus at Eastdil. $180M ask, Midtown office. Worth a look?
Midtown office, $150–250M, stabilized. Buy box match.
Eastdil has sent your firm 23 deals since 2021. 4 reached LOI. Marcus Chen specifically — 8 deals, 35% hit rate.
Your firm underwrote this asset Q3 2019 at $165M — passed on retail basis risk. Corridor vacancy since dropped 18% → 6%.
Cap rate at ask: 5.2%. Your last 3 Midtown bids averaged 5.45%. Submarket rents +12% YoY.
IC memo drafted. Broker reply composed. David flagged — LP Group B expressed Midtown office interest this quarter.
Trusted by firms with $5 Billion in AUM
The asset nobody is using
Twenty years of deal flow. Every memo, every IC discussion, every broker relationship, every rent roll, every comp, every call that was right, every call that was wrong. It sits in Outlook threads, PDF attachments, SharePoint folders, and the heads of your longest-tenured partners.
When a senior partner retires, most of it walks out the door. When a new deal lands on a Tuesday morning, the firm reinvents context it already paid to learn.
Generic AI tools don't fix this. Plugging a chatbot into one inbox or one data room produces toy answers — because the institutional intelligence only appears once the whole corpus is unified.
That's what we build.
The intelligence layer
Every deal, every email, every broker interaction, every screening decision, every underwriting run — ingested automatically. Zero data entry. Within weeks of deployment, your firm’s complete institutional knowledge lives in one system.
Every new opportunity is cross-referenced against your firm’s full corpus. “This deal is in the same submarket where you closed 3 deals last year. The broker has sent you 12 deals — 2 made it to LOI. Your investor Group B expressed interest in this market. Cap rates have compressed 30bps since Q3.” The context a senior partner would surface, surfaced automatically.
Screens inbound flow against your buy box. Underwrites opportunities. Drafts IC memos. Composes broker replies. Follows up, reminds, alerts. The analyst work happens around the clock — freeing your team for the decisions only they can make.
Tax lien lists, lis pendens filings, code violations, distress signals buried in public records. Properties surface before they’re listed; owners surface before they’re sellers. Your team lands first in line on deals the rest of the market never sees.
Every screened deal, every decision, every outcome sharpens the system — until it reads your firm’s taste better than any new hire ever could.
Engagements
01
We spend the first week inside your firm — reading memos, sitting on IC, shadowing acquisitions. You walk away with a concrete plan naming the intelligence gaps that are costing your team deals, and what we’ll build to close them.
02
We provision your private data layer and ingest the sources that matter: email, CRM, diligence archives, underwriting models, market data, public records. Within weeks, your firm’s full corpus becomes searchable for the first time.
03
We build the first agents against your workflows — deal screening, underwriting, memo drafting, relationship recall, market queries — and deploy them where your team already works. Analysts start answering questions the firm could not previously answer at all.
04
We stay embedded. New questions, new data sources, new capabilities ship continuously. Every month your firm’s intelligence layer gets sharper, and the compounding advantage it produces is one your competitors can’t buy off a shelf.
Team
Strategic Advisors
Previously built
frontstep.ai
Built in 3 months. Won a cash prize at Northeastern's startup competition. Acquired within months of launch. The platform automatically qualified thousands of renters.
Security
Every Dealwire deployment runs on infrastructure provisioned for your firm alone. Your data is never mingled with another client's, and it is never used to train an AI model.
Read our security commitments