What still needs a person in CRE investing

Origination

• AI/1.1 OriginationBroker emailsReads each message and its attachments to tell an offering from a follow-up and a revision from a resend, and identifies which deal it concerns.
• Automation/1.1 OriginationBroker emailsMonitors the designated inboxes, captures memoranda and attachments, and routes them into ingestion against the existing deal.
• AI/1.1 OriginationExternal discoveryInterprets unstructured listings and records, and separates a genuinely new opportunity from the same one reappearing under a different broker or address.
• Automation/1.1 OriginationExternal discoveryCollects from permitted listing feeds, websites, and public records on a schedule, within the usage rights each source grants.
• Automation/1.1 OriginationRelationship originationCaptures the source, the relationship owner, preliminary terms, and the next action, so a deal that arrived in conversation is tracked like any other.
• Judgment/1.1 OriginationRelationship originationThe deal team decides which conversations are worth entering, and what the firm will indicate before anything is underwritten.

Ingestion

• AI/1.2 IngestionExtractionPulls deal, property, lease, tenant, financing, and financial data out of memoranda, rent rolls, and operating statements, linking every value back to the passage or table cell it came from.
• AI/1.2 IngestionNormalizationResolves the ambiguous cases: which entity a differently spelled tenant name refers to, which period an undated column covers.
• Automation/1.2 IngestionNormalizationStandardizes units, dates, classifications, and financial periods, matches records to existing entities, and surfaces gaps and inconsistencies.
• AI/1.2 IngestionVerificationRanks what to look at by how far a value could move the decision, concentrating review on ambiguous lease terms, conflicting figures, and critical missing inputs.
• Judgment/1.2 IngestionVerificationThe deal team confirms or corrects each flagged value.

Analysis

• AI/1.3 AnalysisEnrichmentMatches external material to the right property and tenant, including comparables described in prose rather than set out in a table.
• Automation/1.3 AnalysisEnrichmentAttaches internal history and external data to each opportunity: comparable transactions and leases, demographics, supply, competition, access, environmental exposure, tenant information, local economy.
• Automation/1.3 AnalysisIndicatorsComputes standardized indicators describing market, submarket, trade area, retail cluster, property, and tenant: supply growth, occupancy, rent positioning, rollover, and tenant concentration.
• AI/1.3 AnalysisTenant creditReads tenant financial statements, filings, guarantees, and news, and estimates how likely each material tenant is to pay through its term, with the evidence and the range.
• Automation/1.3 AnalysisTenant creditPulls credit ratings, public filings, and payment history for every tenant above a rent threshold, and refreshes them on a schedule.
• AI/1.3 AnalysisBenchmarkingChooses the reference group each indicator should be compared with, and says why it is comparable.
• Automation/1.3 AnalysisBenchmarkingPlaces each indicator within its reference group, always naming the group.
• AI/1.3 AnalysisDeal assessmentEstimates income durability, downside exposure, and execution complexity from the evidence, each with a range and its reasons.
• Automation/1.3 AnalysisDeal scoringScores and ranks deals on expected return, the benchmarked indicators, and the assessed risks, against criteria and weights set in advance.

Underwriting

• AI/1.4 UnderwritingAssumption estimationAssembles the evidence behind each assumption, the comparable leases, the expense history, the capital items already named in the material, then estimates market rent, growth, downtime, renewal probability, operating expenses, real estate taxes after acquisition including reassessment where it applies, capital needs, and exit cap rates where that evidence supports it, each with its limitations and plausible range.
• AI/1.4 UnderwritingSite visitPrepares a brief for the visit from the underwriting's open questions, and afterwards turns the notes and photographs into findings against that brief.
• Judgment/1.4 UnderwritingSite visitThe deal team walks the property and its surroundings and judges what only being there shows: access, visibility, condition, and what is around it.
• Judgment/1.4 UnderwritingAssumption reviewThe deal team judges whether historical evidence applies to this property's circumstances and, where it is thin, sets the assumption and carries it as a scenario.
• AI/1.4 UnderwritingFinancial modelingFits the model to deals a standard structure does not handle: ground leases, percentage rent, unusual recovery terms, layered financing.
• Automation/1.4 UnderwritingFinancial modelingTurns assumptions into cash flows, financing requirements, and returns in a model kept under version, then runs sensitivities, coherent scenarios, and simulation that respects relationships among inputs, since weaker leasing can cut rent growth, extend downtime, and depress exit pricing at once.

Decision-making

• AI/1.5 Decision-makingCommittee memoDrafts the memo: thesis, evidence, valuation, financing plan, principal risks, open questions, and downside scenarios, with every figure linked to its source.
• Judgment/1.5 Decision-makingInvestment judgmentThe investment committee weighs reward against risk, the credibility of the execution plan, and portfolio fit, then approves, rejects, defers, or authorizes further work under explicit conditions.
• AI/1.5 Decision-makingDecision recordDrafts the record of discussion, dissent, and follow-ups from the meeting itself.
• Automation/1.5 Decision-makingDecision recordPreserves the approved model, memo, assumptions, and conditions as the version later changes are judged against.
• Judgment/1.5 Decision-makingDecision recordThe investment committee confirms the record is what was actually decided, dissent included.
• AI/1.5 Decision-makingPass & loss recordFinds out what a lost deal eventually traded at and who bought it, from public records and market reports.
• Automation/1.5 Decision-makingPass & loss recordRecords each passed deal and each lost bid with the reason given in the decision record, so declined deals become comparables rather than disappearing.

Contract

• AI/2.1 ContractLetter of intentDrafts the letter of intent from the terms the committee approved: price, deposit, diligence period, closing timeline, and the conditions the firm requires.
• Judgment/2.1 ContractLetter of intentThe deal team approves the letter of intent before it is sent.
• AI/2.1 ContractContract reviewCompares each draft of the purchase agreement with the letter of intent and the firm's standard positions, and lists every departure with what accepting it would cost.
• AI/2.1 ContractContract negotiationDrafts the firm's response to each markup of the letter of intent and the purchase agreement, within the positions the investment committee approved.
• Judgment/2.1 ContractContract negotiationThe deal team and counsel negotiate the letter of intent and the purchase agreement, including best-and-final rounds, inside the terms the investment committee approved.
• AI/2.1 ContractContract executionReads the signed contract for every date and condition it sets, including notice mechanics and extension rights.
• Automation/2.1 ContractContract executionCalendars the end of the diligence period, the date the deposit goes hard, each extension right, and closing, and tracks the deposit in escrow.
• Judgment/2.1 ContractContract executionAuthorized signatories sign the contract and fund the deposit.

Collection

• Automation/2.2 CollectionChecklistMaintains the diligence checklist as items are satisfied, every request carrying an owner, a deadline, and a status.
• AI/2.2 CollectionDocument requestsReads what arrives, decides which checklist item it satisfies, and identifies what is still missing from a partial production.
• Automation/2.2 CollectionDocument requestsRequests missing materials through approved channels, chases them on schedule, and routes each document to the reviewer who needs it.
• Automation/2.2 CollectionEstoppelsPrepares each tenant's estoppel certificate on the form the contract requires, filled from the lease abstract, then sends it and chases the signature against the closing date.
• AI/2.2 CollectionSubordination agreementsCompares each subordination, non-disturbance, and attornment agreement the lender requires with the lease, and flags what a tenant is likely to resist.
• Automation/2.2 CollectionSubordination agreementsSends the agreements and tracks every signature against the closing date.
• Judgment/2.2 CollectionSubordination agreementsCounsel approves any negotiated change, and authorized signatories sign for the owner.
• AI/2.2 CollectionReport scopingDrafts each scope from the asset type, the condition of the property, and what diligence has already turned up.
• Automation/2.2 CollectionReport scopingSolicits proposals for condition assessments, environmental reports, surveys, and title work, and tracks the responses.
• Judgment/2.2 CollectionVendor engagementThe deal team approves each scope before it goes out, and then the engagement and the fee.
• Automation/2.2 CollectionSchedulingSchedules assessments against the diligence deadline and tracks each one through to delivery.

Review

• AI/2.3 ReviewAbstractionReads leases, amendments, estoppels, and operating records, and extracts obligations, dates, financial terms, and exceptions.
• Automation/2.3 ReviewAbstractionFiles each extracted term against the lease, space, and property it governs, with its source.
• AI/2.3 ReviewFindings captureReads condition, environmental, survey, zoning, and title reports and separates findings that bear on value from those that do not.
• Automation/2.3 ReviewFindings captureAttaches each finding to the property, the space, and the term it affects.
• AI/2.3 ReviewComparisonIdentifies which underwriting assumptions each difference bears on, and how far it could move them.
• Automation/2.3 ReviewComparisonCompares every abstracted term and finding against the acquisition underwriting and raises each difference as an exception.
• Judgment/2.3 ReviewFindings reviewThe deal team and counsel assess material findings. Each issue resolves through more evidence, revised assumptions, a negotiated remedy, explicit risk acceptance, or withdrawal.

Re-underwriting

• AI/2.4 Re-underwritingModel updateTranslates each verified finding into the assumption it changes: a roof near the end of its life becomes a capital line, an estoppel that disagrees with the rent roll becomes a revised rent.
• Automation/2.4 Re-underwritingModel updateFeeds those changes into a new version of the approved model, leaving the approved case intact, and recomputes price, capital, financing, and returns.
• AI/2.4 Re-underwritingDeviation detectionNames what drove each deviation from the approved case, and what it is worth.
• Automation/2.4 Re-underwritingDeviation detectionDetects material deviations from the approved case against the thresholds that approval set, and routes them.
• Automation/2.4 Re-underwritingRevised decisionSends the notice the contract requires for whichever election is made, before the deadline it sets.
• Judgment/2.4 Re-underwritingRevised decisionBefore the diligence period ends, the deal team proceeds, renegotiates, extends, or terminates. A case that has moved materially goes back to the investment committee, judged against what it actually approved.

Financing

• AI/2.5 FinancingLoan requestDrafts the financing package from the underwriting and the diligence record: the property, the business plan, the sponsor, and the loan sought.
• Automation/2.5 FinancingLoan requestDistributes the approved package to the lenders on the approved list and tracks every response.
• Judgment/2.5 FinancingLoan requestThe deal team approves the package before it reaches any lender.
• AI/2.5 FinancingTerm sheet comparisonReads each quote and states it in comparable form: proceeds, rate, amortization, interest-only period, prepayment, recourse, reserves, and covenants.
• Automation/2.5 FinancingTerm sheet comparisonComputes all-in cost and covenant headroom for each quote on the underwriting's cash flows.
• Judgment/2.5 FinancingLender selectionThe deal team chooses the lender and decides whether and when to lock the rate, and authorized signatories sign the term sheet.
• AI/2.5 FinancingLoan documentationCompares the loan documents with the signed term sheet and flags every provision that departs from it.
• Automation/2.5 FinancingLoan documentationDelivers what the lender's diligence checklist asks for from the record diligence already built, and tracks what is outstanding.
• Judgment/2.5 FinancingLoan documentationCounsel negotiates the documents and authorized signatories sign them.

Closing

• Automation/2.6 ClosingEntity formationPrepares formation documents, registrations, and tax identification for the acquiring entity from the approved structure, and adds it to the entity record.
• Judgment/2.6 ClosingEntity formationThe deal team approves the holding structure counsel recommends.
• Automation/2.6 ClosingCondition trackingTracks conditions, responsibilities, signatures, lender requirements, and final documents through to satisfaction.
• AI/2.6 ClosingStatus reportingDrafts the status update and says what is actually blocking the close, rather than listing everything outstanding.
• Automation/2.6 ClosingStatus reportingFlags dependencies as dates move, so a slipped item surfaces everything it delays.
• AI/2.6 ClosingSettlement statementInterprets the charges and credits on the title company's settlement statement against the contract, and explains any that do not match the firm's figures.
• Automation/2.6 ClosingSettlement statementComputes prorations of rent, recoveries, taxes, and operating expenses, and the credit for tenant security deposits, as of the closing date, and matches each line of the statement against them.
• Automation/2.6 ClosingFinal approvalAssembles the funds flow and flags any wire instruction that differs from the instructions on record.
• Judgment/2.6 ClosingFinal approvalThe accounting team confirms changed wire instructions by phone to a known number, the deal team approves final terms, and authorized signatories release funds.
• Automation/2.6 ClosingTenant & vendor transitionSends tenants and vendors the standard notices of the new owner, where to pay, and where to send certificates of insurance, and transfers utility and service accounts.
• Judgment/2.6 ClosingTenant & vendor transitionAsset managers decide which service contracts to take on and which to terminate.
• Automation/2.6 ClosingOperational handoffTurns verified acquisition information into the opening operating record at closing: lease obligations, accounting balances, financing terms, capital plans, vendor arrangements, reporting deadlines.
• Automation/2.6 ClosingPost-closing true-upsTracks holdbacks, escrows, and the post-closing settlement of recoveries and other items the seller and buyer owe each other.
• Judgment/2.6 ClosingPost-closing true-upsThe deal team approves the final settlement with the seller.

Maintenance

• Automation/3.1 MaintenanceWork intake & asset recordsConsolidates inspections, service requests, equipment records, warranties, and capital plans, each tied to the property, space, and equipment it concerns.
• AI/3.1 MaintenanceWork prioritizationReads the request, the inspection note, or the tenant complaint to identify what is actually wrong and what it threatens, then ranks the work by urgency, property impact, contractual obligation, and expected cost, so the queue reflects consequence rather than the order things arrived in.
• AI/3.1 MaintenanceVendor dispatch & completionMatches the work to a vendor qualified for it, and drafts the scope for anything beyond routine work.
• Automation/3.1 MaintenanceVendor dispatch & completionDispatches routine work to approved vendors on standard scopes at agreed rates, and tracks completion back to the record that requested it.
• AI/3.1 MaintenanceService contractsLevels the bids when a contract is rebid, restating each against one scope so the prices compare.
• Automation/3.1 MaintenanceService contractsTracks every recurring service contract, janitorial, landscaping, snow, security, elevator, against its scope, rates, term, and rebid date.
• AI/3.1 MaintenanceRegulatory inspectionsReads each inspection report for violations and the deadline to cure them.
• Automation/3.1 MaintenanceRegulatory inspectionsCalendars the inspections and certificates each property must keep current, fire and life safety, elevators, backflow, occupancy, opens a work order when one lapses or fails, and closes it when the inspector's clearance arrives.
• Judgment/3.1 MaintenanceWork approvalProperty managers approve the scope and cost of consequential work, award service contracts, and accept completed work.

Construction management

• AI/3.2 Construction managementBid levelingRestates each contractor's bid against one scope, separating what is included, excluded, and assumed, so the prices actually compare.
• AI/3.2 Construction managementChange ordersReviews each change order against the contract scope it claims to change, and says whether the work was already included.
• Automation/3.2 Construction managementChange ordersTracks approved changes against the contract sum and the remaining contingency.
• Judgment/3.2 Construction managementChange ordersProperty managers approve or reject each change order, and asset managers approve any beyond the contingency.
• AI/3.2 Construction managementPay applicationsReviews each pay application against the schedule of values and the work reported complete.
• Automation/3.2 Construction managementPay applicationsTracks lien waivers, retainage, and payments against the contract.
• Judgment/3.2 Construction managementPay applicationsProperty managers release each draw.
• AI/3.2 Construction managementProject monitoring & closeoutReads progress reports and schedules for delays, and estimates what each would cost.
• Automation/3.2 Construction managementProject monitoring & closeoutTracks the punch list, and records warranties and new equipment in the asset records when the project closes.
• Judgment/3.2 Construction managementProject monitoring & closeoutProperty managers accept the completed project.

Lease administration

• AI/3.3 Lease administrationLease commencementReads the commencement memo and delivery records against the lease, and flags any date that disagrees with it.
• Automation/3.3 Lease administrationLease commencementRecords delivery, commencement, and rent commencement dates and starts billing on them once they agree with the lease.
• AI/3.3 Lease administrationLease record maintenanceReads each new amendment, side letter, and notice for what it changes in the lease.
• Automation/3.3 Lease administrationLease record maintenanceKeeps lease abstracts, rent schedules, escalations, options, insurance requirements, and recoveries current as documents and payments arrive.
• Automation/3.3 Lease administrationObligation & deadline trackingTracks notice dates and option windows against the lease that creates them.
• AI/3.3 Lease administrationTenant issues & correspondenceSurfaces tenant issues as they appear and drafts responses from the lease record and the history with that tenant.
• Judgment/3.3 Lease administrationTenant issues & correspondenceProperty managers approve anything sent, because it is the firm speaking to its counterparty.
• AI/3.3 Lease administrationTenant improvement allowancesReviews the plans and costs for work the tenant manages against the allowance and the work letter.
• Automation/3.3 Lease administrationTenant improvement allowancesComputes what is due against invoices, lien waivers, and completion, and tracks what remains of the allowance.
• Judgment/3.3 Lease administrationTenant improvement allowancesAsset managers approve anything beyond the allowance or the work letter.
• Automation/3.3 Lease administrationLeasing commissionsComputes commissions under each brokerage agreement and schedules each payment on the milestones it sets.
• AI/3.3 Lease administrationMove-outReads the move-out inspection against the lease's restoration and surrender obligations, and estimates the charges.
• Automation/3.3 Lease administrationMove-outComputes the final balance against the security deposit and refunds or releases what remains.
• Judgment/3.3 Lease administrationMove-outProperty managers approve the deductions, and asset managers decide any the tenant disputes.

Billing & collections

• Automation/3.4 Billing & collectionsBillingRaises rent, escalations, recoveries, and other charges from the lease terms on the schedule each lease sets, and posts them to the tenant ledger.
• AI/3.4 Billing & collectionsCash applicationReads remittances and works out what a payment was meant to settle when it does not match an invoice.
• Automation/3.4 Billing & collectionsCash applicationMatches receipts to the tenant, the charge, and the period they satisfy, including partial payments.
• Automation/3.4 Billing & collectionsPercentage rentCollects tenant sales reports on the schedule each lease sets, computes percentage rent against each breakpoint, and chases reports that are late.
• Automation/3.4 Billing & collectionsSecurity deposits & letters of creditRecords each deposit and letter of credit against the lease that requires it, tracks expiry and required amounts, and requests a renewal before a letter of credit lapses.
• AI/3.4 Billing & collectionsDelinquency escalationDrafts each formal notice against the balance, the lease, and the notices already sent.
• Automation/3.4 Billing & collectionsDelinquency escalationTracks aging per lease, sends the reminders the collection policy sets from approved templates, and preserves every notice against the tenant record.
• Judgment/3.4 Billing & collectionsCollection policyAsset managers set the reminder schedule, the escalation ladder, and who may approve what at each step.
• Judgment/3.4 Billing & collectionsEnforcement decisionsAsset managers and the leasing team approve each formal notice of default, and decide when to agree to a payment plan, draw on a deposit or letter of credit, refer the matter to counsel, or write the balance off.

Property accounting

• AI/3.5 Property accountingInvoice processing & classificationReads the invoice, identifies the property, account, and work it belongs to, and catches what a vendor has described differently than last time.
• Automation/3.5 Property accountingInvoice processing & classificationCodes it and matches it against the work order or contract that authorized it.
• Automation/3.5 Property accountingBank & ledger reconciliationReconciles every operating and reserve account against bank activity and the ledger, and holds what does not match for review.
• Automation/3.5 Property accountingRecovery reconciliationComputes each tenant's share of operating expenses, taxes, and insurance at year end under the caps, exclusions, base years, and gross-ups its lease sets, and issues the reconciliation statement.
• AI/3.5 Property accountingRecovery disputesDrafts answers to tenant audits and disputes from the lease language and the ledger, and identifies where the lease is genuinely ambiguous.
• Judgment/3.5 Property accountingRecovery disputesProperty managers approve each answer before it is sent, and asset managers decide how disputed charges are settled.
• AI/3.5 Property accountingCash forecastingEstimates the timing of uncertain receipts and payments, such as delinquent rent and uncommitted spending, with a range.
• Automation/3.5 Property accountingCash forecastingProjects cash by account and entity from opening balances and scheduled receipts and payments, so a shortfall is seen before a payment run rather than during it.
• Automation/3.5 Property accountingPayment executionReleases approved payment runs, applies bank controls such as positive pay, and funds reserve accounts on schedule.
• AI/3.5 Property accountingPeriod closeEstimates accruals for work performed but not yet invoiced, and investigates each close exception and proposes the correcting entry.
• Automation/3.5 Property accountingPeriod closePosts recurring entries on approved schedules and runs the close checklist that says what is still open.
• Judgment/3.5 Property accountingPeriod closeThe accounting team approves the accruals and corrections, and closes the period.
• AI/3.5 Property accountingOperating statementsCatches what the ledger controls miss: an expense coded to the wrong account, a charge that recurs when it should not, a vendor billing outside its contract.
• Automation/3.5 Property accountingOperating statementsPrepares monthly operating statements from the closed ledger.
• Automation/3.5 Property accountingPayment approvalReleases payments that match an approved contract or work order within the limits policy sets.
• Judgment/3.5 Property accountingPayment approvalThe accounting team approves payments outside the approved contracts and limits.
• Automation/3.5 Property accountingProperty tax administrationTracks assessments, tax bills, payment dates, and appeal deadlines per parcel, and schedules each payment.
• Automation/3.5 Property accountingInformation returnsIssues 1099s to vendors and other recipients from the payment record, and files them by the deadline.

Planning & performance

• AI/4.1 Planning & performanceBudget preparationForecasts the lines that are not contracted, turnover, downtime and recoverable expense inflation, and explains each line that departs from last year, so the budget arrives with its reasoning attached.
• Automation/4.1 Planning & performanceBudget preparationBuilds the operating and capital budget line by line from the lease record, contracted expenses, and the capital plan.
• Judgment/4.1 Planning & performanceBudget approvalAsset managers approve the budget, which is then the plan operations are measured against for the year.
• Automation/4.1 Planning & performanceVariance measurementCompares actual results with acquisition underwriting, the budget, and the current forecast, line by line, and flags variances that cross the thresholds policy sets.
• AI/4.1 Planning & performanceVariance attributionExplains material variances: what is timing and what is permanent, then how much comes from market movement, from execution problems, and from assumptions that were wrong to begin with.
• AI/4.1 Planning & performanceForecast revisionRebuilds remaining-term forecasts on what performance has actually demonstrated rather than on what was assumed at acquisition.
• Automation/4.1 Planning & performanceForecast revisionRecomputes the remaining-term forecast from the revised assumptions and keeps each version.
• AI/4.1 Planning & performanceProperty tax appealsEstimates whether a property is over-assessed from its income, comparable assessments, and recent sales, and what an appeal could save.
• Judgment/4.1 Planning & performanceProperty tax appealsAsset managers decide whether to appeal and approve the consultant who files it.
• Automation/4.1 Planning & performanceDistributionsComputes the cash available above the operating reserve and the loan's restrictions, and transfers the approved amount to the property's owner.
• Judgment/4.1 Planning & performanceDistributionsAsset managers decide how much to distribute and how much to hold in reserve.
• AI/4.1 Planning & performanceAsset reportingDrafts the periodic asset report for the owner from the operating statements, the variance explanations, leasing activity, capital project status, and material risks.
• Automation/4.1 Planning & performanceAsset reportingAssembles the report's schedules and sends it on the reporting calendar once approved.
• Judgment/4.1 Planning & performanceAsset reportingAsset managers approve the report and its recommendations.
• AI/4.1 Planning & performanceManager oversightReads each property manager's monthly package against the management agreement and the budget, and identifies where performance or reporting falls short.
• Judgment/4.1 Planning & performanceManager oversightAsset managers hold the property manager to the agreement and decide when to replace one.
• AI/4.1 Planning & performanceBusiness planDrafts revisions to the property's operating and leasing strategy from performance and market evidence.
• Judgment/4.1 Planning & performanceBusiness planAsset managers approve the business plan, and recommend refinancing or sale to the investment committee when the plan calls for it.

Capital planning

• AI/4.2 Capital planningCapital planEstimates the remaining useful life of roofs, parking, and building systems from age, inspection findings, and repair history, and what replacing each will cost.
• Automation/4.2 Capital planningCapital planSchedules the multi-year capital plan from those estimates and the landlord's obligations under each lease.
• Judgment/4.2 Capital planningCapital planAsset managers approve the multi-year plan.
• Judgment/4.2 Capital planningProject awardAsset managers approve the project, the contractor, and the contract.

Vacancy & leasing

• Automation/4.3 Vacancy & leasingExpiration & vacancy exposureComputes upcoming expirations, break dates, and vacancy by space and for the property as a whole.
• AI/4.3 Vacancy & leasingAchievable terms estimationEstimates achievable rent, concessions, and downtime from current market evidence and the space itself.
• AI/4.3 Vacancy & leasingProspect identificationIdentifies prospects and matches them against the space, the tenant credit sought, and the timing the plan requires.
• AI/4.3 Vacancy & leasingProspect creditReads a prospective tenant's and guarantor's financials and estimates how likely the tenant is to pay through the proposed term.
• Automation/4.3 Vacancy & leasingProspect creditPulls credit ratings, filings, and payment references for each shortlisted prospect.
• AI/4.3 Vacancy & leasingProposal comparisonReads each proposal, including the terms buried in the letter of intent, and states them in comparable form.
• Automation/4.3 Vacancy & leasingProposal comparisonComputes net effective rent, capital required, and term for each proposal, and its effect on the property's expiration schedule.
• AI/4.3 Vacancy & leasingPositioning & commitmentProposes asking terms and positioning for each vacant space from the achievable-terms estimate and the competing space nearby.
• Judgment/4.3 Vacancy & leasingPositioning & commitmentThe leasing team positions vacant space and negotiates commercial terms with new tenants, and asset managers approve each commitment.
• AI/4.3 Vacancy & leasingLease draftingDrafts the lease or amendment from the approved terms and the firm's form, and compares each tenant redline with the firm's standard positions.
• Judgment/4.3 Vacancy & leasingLease draftingCounsel negotiates the legal language and authorized signatories sign.
• AI/4.3 Vacancy & leasingConsent requestsReads each request to assign, sublet, alter, or change use against the lease and the loan documents, and says what the lease allows, what the lender must approve, and what the request would cost or risk.
• Judgment/4.3 Vacancy & leasingConsent requestsAsset managers grant, condition, or refuse the consent.
• AI/4.3 Vacancy & leasingRenewals & tenant disputesPrepares each renewal and dispute: the tenant's payment history and credit, current market terms, and what losing the tenant would cost.
• Judgment/4.3 Vacancy & leasingRenewals & tenant disputesAsset managers and the leasing team own relationships with existing tenants: renewals, concessions, and disputes.

Debt & financing

• Automation/4.4 Debt & financingDebt record & covenant trackingTracks loan terms, debt service, covenants, reserves, draws, hedges, and maturities against the entities and properties they encumber.
• AI/4.4 Debt & financingCovenant & funding forecastingForecasts covenant headroom, funding needs, and refinancing exposure across the remaining term.
• AI/4.4 Debt & financingObligation & breach alertsNames the driver behind an approaching covenant breach, not only the ratio that is nearing its limit.
• Automation/4.4 Debt & financingObligation & breach alertsFlags approaching obligations and potential breaches early, with the covenant and the margin.
• AI/4.4 Debt & financingLender reportingDrafts the narrative sections each lender package requires.
• Automation/4.4 Debt & financingLender reportingAssembles compliance certificates and periodic reporting from the debt and operating records on the schedule each loan sets.
• Judgment/4.4 Debt & financingLender reportingAuthorized signatories certify what is submitted.
• AI/4.4 Debt & financingLender consentsIdentifies which leases, alterations, and transfers need the lender's consent under the loan documents, before the firm commits to them, and drafts each request.
• Automation/4.4 Debt & financingLender consentsAssembles each request with the support the lender requires and tracks the response.
• Judgment/4.4 Debt & financingLender consentsAsset managers approve each request before it reaches the lender.
• Automation/4.4 Debt & financingReserve drawsAssembles reserve draw requests from eligible spending and its support, and tracks what is requested, approved, and received.
• Judgment/4.4 Debt & financingReserve drawsAsset managers approve each request and the statements it makes to the lender.
• AI/4.4 Debt & financingModifications & workoutsDrafts the case for a covenant waiver, loan modification, or workout from the debt and operating records.
• Judgment/4.4 Debt & financingModifications & workoutsAsset managers and counsel negotiate modifications and workouts with the lender, and authorized signatories sign them.
• AI/4.4 Debt & financingFinancing decisionsCompares refinancing, extension, and hedging options on cost, covenant headroom, and exposure.
• Automation/4.4 Debt & financingFinancing decisionsComputes debt service, proceeds, fees, and covenant headroom for each option from its terms.
• Judgment/4.4 Debt & financingFinancing decisionsAsset managers manage lender relationships and approve refinancing, new borrowing, and hedging.

Risk & insurance

• AI/4.5 Risk & insuranceExposure monitoringSizes each change in tenant, market, coverage, or financing exposure against the position it threatens, so it is measured rather than merely noticed.
• Automation/4.5 Risk & insuranceExposure monitoringWatches tenant credit and payment behavior, tenant sales and occupancy cost, insurance coverage, physical and environmental exposure, market conditions, and financing constraints.
• AI/4.5 Risk & insuranceCompound signal analysisReads related signals together and describes the combination in words, a major tenant deteriorating ahead of a loan maturity for instance, and estimates what the two would cost together.
• AI/4.5 Risk & insuranceAlert composition & routingWrites the alert: the exposure, the evidence, the potential consequence, and the response required.
• Automation/4.5 Risk & insuranceAlert composition & routingRoutes it to the person who owns it, with the deadline the response needs.
• Judgment/4.5 Risk & insuranceRisk responseThe asset manager who owns the exposure decides what the firm does about it: accept it, mitigate it, reserve against it, or escalate.
• AI/4.5 Risk & insuranceTenant insurance complianceReads each tenant's certificate of insurance and endorsements against what its lease requires, and flags the gaps.
• Automation/4.5 Risk & insuranceTenant insurance complianceTracks expiry dates and open gaps, and requests renewed or corrected evidence from approved templates.
• Automation/4.5 Risk & insuranceProperty insurance recordsTracks policies, limits, deductibles, named insureds, and renewal dates against the properties and entities they cover.
• AI/4.5 Risk & insurancePlacement & renewalEstimates insurable values and loss exposure for the first placement at acquisition and ahead of each renewal, and compares the terms and exclusions of each quote.
• Judgment/4.5 Risk & insurancePlacement & renewalAsset managers approve the program, and authorized signatories instruct the broker to bind it.
• AI/4.5 Risk & insuranceClaimsAssembles the claim narrative from the incident record, inspection reports, and repair costs.
• Automation/4.5 Risk & insuranceClaimsFiles it with that evidence already attached and tracks it through to settlement.
• Judgment/4.5 Risk & insuranceClaimsAsset managers approve the claim before it is filed, and approve what is settled.

Energy & sustainability

• Automation/4.6 Energy & sustainabilityUtility data & benchmarkingCollects utility and meter data for every property and files the energy benchmarking each jurisdiction requires.
• AI/4.6 Energy & sustainabilityBuilding performance standardsInterprets the local building performance limits that apply to each property, and estimates future consumption and the effect of possible retrofits.
• Automation/4.6 Energy & sustainabilityBuilding performance standardsComputes the gap to each limit and the penalty it would carry from the formulas the regulation sets.
• Judgment/4.6 Energy & sustainabilityBuilding performance standardsAsset managers decide which retrofits to fund and when.

Entity management

• Automation/4.7 Entity managementEntity & authority recordsMaintains ownership structures, governing documents, and signing authorities, connected to each entity's properties, owners, accounts, and commitments.
• Automation/4.7 Entity managementRegistration & filing calendarTracks registrations and filing deadlines per jurisdiction and entity, with the obligations they arise from attached.
• Judgment/4.7 Entity managementFilings & governanceAuthorized signatories approve filings and governance changes on the advice of counsel and the accounting team.

Timing & pricing

• AI/5.1 Timing & pricingValuation updateEstimates what the asset would sell for net of selling costs, with the range the evidence supports.
• Automation/5.1 Timing & pricingValuation updateKeeps the sale inputs current: performance, comparable transactions, financing conditions, buyer return requirements, and selling costs.
• AI/5.1 Timing & pricingHold versus sellEstimates continued ownership against a sale and against refinancing, with ranges for performance, capital needs, exit pricing, and execution risk.
• Automation/5.1 Timing & pricingHold versus sellComputes hold and sale cash flows and returns from those assumptions.
• Judgment/5.1 Timing & pricingTiming, price & termsThe investment committee sets timing, price expectations, and acceptable terms, and decides whether the sale will be part of a tax-deferred exchange.

Marketing

• AI/5.2 MarketingBroker selectionAssembles each candidate's relevant transaction history and coverage of the likely buyer pool, and compares proposed pricing, fee structure, and process against what the market is actually clearing at.
• Judgment/5.2 MarketingBroker selectionThe deal team selects the broker and agrees to the listing terms.
• AI/5.2 MarketingSeller pre-diligenceReads the property's record the way a buyer's diligence will, and finds the issues likely to move price before a buyer does.
• Automation/5.2 MarketingSeller pre-diligenceRequests the updated reports and records a buyer will ask for, and tracks them until the deal room is complete.
• Judgment/5.2 MarketingSeller pre-diligenceThe deal team approves which reports to commission.
• AI/5.2 MarketingOffering materialsDrafts offering materials and property summaries from verified records, every material representation traceable to its evidence.
• Automation/5.2 MarketingOffering materialsGenerates the financial schedules from verified records.
• AI/5.2 MarketingBuyer-specific analysisReads what each buyer has bought before and what they underwrite to, and restates the opportunity against the return requirements and holding assumptions that buyer works to.
• Judgment/5.2 MarketingMarketing approvalThe deal team approves the marketing position and the offering materials before release.

Deal room

• AI/5.3 Deal roomConfidentiality agreementsCompares each buyer's markup of the agreement with the firm's form and flags what changed.
• Automation/5.3 Deal roomConfidentiality agreementsGrants deal room access only once a buyer's confidentiality agreement is signed, and records what each buyer has seen.
• Judgment/5.3 Deal roomConfidentiality agreementsCounsel approves any departure from the firm's form, and authorized signatories sign.
• Automation/5.3 Deal roomDeal room assemblyAssembles a permission-controlled deal room from existing records, with version control and request tracking.
• AI/5.3 Deal roomDiligence responsesAnswers buyer requests with evidence-linked responses drawn from the same records the offering materials were built from.
• Judgment/5.3 Deal roomDiligence responsesThe deal team approves each response before a buyer sees it, since it may become a representation.
• Judgment/5.3 Deal roomRestricted information releaseThe deal team decides which confidential records each buyer may see, and when.

Execution

• AI/5.4 ExecutionOffer comparisonReads each offer and states its conditions in comparable form, then weighs financing risk, diligence conditions, and the buyer's ability to close.
• Automation/5.4 ExecutionOffer comparisonComputes net proceeds, deposits, and timing for each offer from its terms.
• Judgment/5.4 ExecutionBuyer selectionThe investment committee selects a buyer and the terms the firm will hold to.
• AI/5.4 ExecutionSale contractCompares the buyer's drafts of the purchase agreement with the accepted offer and the firm's standard positions on representations, survival, and caps, and lists every departure.
• Judgment/5.4 ExecutionSale contractThe deal team and counsel negotiate the agreement and authorized signatories sign it.
• Automation/5.4 ExecutionExchange setupPrepares the exchange agreement when the sale is part of a tax-deferred exchange, and directs the proceeds to the qualified intermediary so they never reach the seller.
• Judgment/5.4 ExecutionExchange setupAuthorized signatories sign the exchange agreement.
• AI/5.4 ExecutionDebt payoff or assumptionCompares paying the loan off with letting the buyer assume it, on cost and on the effect on price and certainty of closing.
• Automation/5.4 ExecutionDebt payoff or assumptionRequests payoff letters and computes prepayment, defeasance, or assumption costs as of the closing date from the loan terms and the quotes received.
• Judgment/5.4 ExecutionDebt payoff or assumptionThe deal team decides between payoff and assumption, inside the terms agreed with the buyer.
• AI/5.4 ExecutionSale settlement statementInterprets the charges and credits on the settlement statement against the contract, and explains any that do not match the firm's figures.
• Automation/5.4 ExecutionSale settlement statementComputes prorations of rent, recoveries, taxes, and operating expenses, and the credit for tenant security deposits, as of the closing date, and matches each line of the statement against them.
• Automation/5.4 ExecutionSale closingCoordinates the closing and preserves the final records against the entity, property, and transaction they belong to.
• Judgment/5.4 ExecutionSale closingAuthorized signatories approve the settlement statement and sign the deed and closing documents.

Proceeds & wind-down

• Automation/5.5 Proceeds & wind-downFinal distributionSends net sale proceeds, less any held for an exchange or in reserve, from the property's accounts to its owner.
• Judgment/5.5 Proceeds & wind-downFinal distributionAsset managers approve the distribution and the reserve held back against post-closing obligations.
• AI/5.5 Proceeds & wind-downPost-closing obligationsDrafts the response to each buyer claim from the sale contract and the transaction record.
• Automation/5.5 Proceeds & wind-downPost-closing obligationsTracks holdbacks, survival periods, and the deadline for any claim under the contract's representations.
• Judgment/5.5 Proceeds & wind-downPost-closing obligationsThe deal team and counsel approve each response and decide what to settle.
• Automation/5.5 Proceeds & wind-downReplacement identificationTracks the identification and closing deadlines the exchange rules set, and the funds the intermediary holds.
• Judgment/5.5 Proceeds & wind-downReplacement identificationThe investment committee chooses the replacement properties, and authorized signatories sign the formal identification.
• Automation/5.5 Proceeds & wind-downEntity dissolutionPrepares the final filings and dissolution documents, and applies the record retention the entity's documents require, once nothing remains outstanding.
• Judgment/5.5 Proceeds & wind-downEntity dissolutionAuthorized signatories approve dissolving the entity on the advice of counsel.
• AI/5.5 Proceeds & wind-downRealized performance reviewExplains what caused each material variance from the original investment case.
• Automation/5.5 Proceeds & wind-downRealized performance reviewComputes realized returns and the variance from the original investment case line by line, and returns the result to the record for the next decision to draw on.