Kolena AI Agent
CRE Proposal & CRM Enrichment
Enrich a prospect or owner CRM record - true entity, decision-makers, verified contacts, holdings, and deal history - then recommend, draft, and track the right outbound proposal, all cited.
Volume fit
Works best for
brokerage BD and research teams enriching and pitching dozens to hundreds of owner/prospect records a quarter across markets
Too small for
a broker chasing one or two relationships they already know cold and manage from memory
Typical inputs
Documents
- CRM record export or notes for the prospect or owner
- Prior email threads, call logs, and meeting notes
- Any prior proposals, BOVs, or pitch decks
- Property lists or portfolio spreadsheets
- Public web sources (company site, press, entity registries, assessor/recorder data, servicer/CMBS data)
Systems
- CRM (for example a property-first CRE CRM or Salesforce)
- Email and calendar
- Public web and commercial data providers
- Google Drive or SharePoint
Output
An enriched CRM-ready prospect record plus a prepared, tracked outbound proposal: a one-look BD summary; the resolved owner entity; decision-makers with classified decision roles; verified contact data; property holdings and portfolio; ownership, transaction, and financing/loan-maturity history; engagement history; timing triggers; a recommended proposal type; a tailored component checklist; a drafted proposal; a pipeline/opportunity record; prioritized next steps; and a CRM data-quality flag list
Delivered to
- CRM record (enriched fields and opportunity)
- Outbound proposal or pitch package
- Pipeline and forecast reporting
- Deal folder once a mandate is won
What it extracts
· 15 fields
- Form
BD Prospect Summary
A one-look roll-up of who the prospect is, what they own, why now, and the best-fit proposal - so a BD lead can triage and prioritize before reading any detail.
- Form
Owner and Prospect Entity Profile
The resolved true entity behind the LLC or trust - controlling sponsor or fund, structure, strategy, target markets, and portfolio scale - web-enriched and source-dated, because mis-identifying the owner wastes the entire outreach.
- Table
Decision-Makers and Key Contacts
The people who actually decide, one row each, classified as economic buyer, influencer, gatekeeper, or user and ranked by seniority - so outreach targets the right person, not just a name on a website.
- Table
Contact Data Enrichment
Outreach-ready contact data for each decision-maker - direct line, email with a Verified/Likely/Unverified confidence, mailing address, and profile - so a rep can reach them without a guess bouncing.
- Table
Property Holdings and Portfolio
The owner's full portfolio rolled up across separate LLCs, one row per asset with type, market, size, role, and estimated value - the holdings that give a pitch its specificity.
- Table
Ownership and Transaction History
The owner's recent acquisitions, dispositions, refinancings, and recaps with price, price per SF/unit, and cap rate where reported - the behavioral track record that predicts the next move.
- Table
Financing and Loan Maturity Signals
Existing debt and, critically, loans nearing maturity with months-to-maturity and a refinance-or-sell signal - the single strongest timing trigger for an investment-sales or debt-placement pitch.
- Table
Relationship and Engagement History
The documented touchpoint history from CRM notes, emails, and prior proposals with outcome and sentiment - so the pitch builds on the real relationship, not a cold restart.
- Table
Deal Triggers and Timing Signals
The events that make outreach timely - loan maturity, lease rollover, hold-period expiry, portfolio recycling, distress, ownership event, or market timing - each with a horizon, urgency, and cited evidence.
- Classification
Recommended Proposal Type
The single best-fit outbound proposal for this owner's likely intent and readiness - BOV, listing pitch, offering proposal, recap/JV-equity, debt placement, advisory, or nurture - so the team builds the right document.
- Form
Proposal Components Checklist
The component checklist a winning version of the recommended proposal type requires, each marked Ready / Needs work / Missing - turning enrichment into a concrete build list for the pitch.
- Text
Proposal Assembly Draft
A drafted, cited outbound proposal - positioning, a value thesis tied to the owner's holdings and triggers, a preliminary (never committed) pricing range, a go-to-market plan, and proposed scope and fee - with [TO CONFIRM] placeholders instead of invented figures.
- Form
Pipeline and Opportunity Tracking
The opportunity record - stage, estimated mandate value and fee, win probability, assigned rep, and next milestone - grounded in engagement evidence so the pipeline reflects reality, not optimism.
- Table
Recommended Next Steps
Prioritized BD actions with owner, due date, and a rationale tied to a trigger or data gap - including at least one action that closes the highest-impact CRM gap.
- Table
CRM Data Quality and Enrichment Flags
A field-level audit flagging Missing, Stale, Unverified, or Conflicting CRM data with a recommended fix and source - so the enriched record can actually be trusted in the pipeline.
Prerequisites
- The prospect or owner CRM record (even a thin one) to enrich
- Your firm's target markets, asset classes, and typical brokerage fee economics, so proposal-type routing and mandate/fee estimates fit how your team works
- Any prior engagement history for the account, if it exists
Human review
A business-development lead or broker reviews the resolved entity, the web-enriched contacts and holdings, the recommended proposal type, and the drafted proposal before anything is sent or the opportunity is trusted in the pipeline. The agent enriches, recommends, and drafts; it does not send outreach or commit a valuation.
Where it fits
Commercial real estate business development and proposal preparation
Prospecting and CRM intake - a target owner or prospect is added to the CRM from a list pull, a referral, an inbound inquiry, or a market event, usually as a thin record (an LLC of record, a property, or a name)
This step
CRM enrichment and proposal preparation - resolving the real entity, decision-makers, verified contacts, holdings, and ownership/transaction/financing history, then recommending, assembling, and tracking the right outbound proposal
After
Who uses it
Grounded in
- Broker Opinion of Value (BOV) - industry practiceverified as of 2026-07-22
- Standard CRE proposal progression - pitch/BOV, offering memorandum (OM), LOI, PSAverified as of 2026-07-22
- Public-records and web enrichment sourcing (assessor/recorder, SEC/EDGAR, servicer/CMBS data)verified as of 2026-07-22
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See CRE Proposal & CRM Enrichment on your documents
We'll run it against a file of yours and walk through every cited field.