✦ Full capability
◐ Partial / manual
✗ Not designed for this
≠ Different use case
Epps.ai
AI Operating System
Real Estate |
Traditional
Consultants Advisory firms,
strategy engagements |
Generic AI
General-purpose
AI assistants |
Fund Admin
Software LP portals,
back-office platforms |
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Underwriting & Deal Analysis |
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Underwriting
IRR, EM, NOI, debt, sensitivity
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Acquisition Underwriting Copilot
Voice, upload, or manual input. Calculates IRR, EM, NOI, yield on cost, cash-on-cash, and 5×5 sensitivity matrix in seconds. Outputs IC memo, LP narrative, and risk memo.
InstantVoice InputSensitivity
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Engaged per deal. Expensive, slow, and unavailable at 10pm. Output is a deliverable, not a workflow.
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Can write narratives but lacks real estate domain models. No IRR calculation, no sensitivity matrix, no cap rate logic.
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Fund admin platforms manage investor records and distributions — not deal-level underwriting or acquisition analysis.
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Investment Committee
IC memos, verdicts, formats
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IC Memo Generator
Full IC memo with Executive Summary, Investment Thesis, Business Plan, Market Overview, Upside/Downside, Risk Mitigants, Sensitivity, and Recommendation. PROCEED / CAUTION / DO NOT PROCEED verdict. Board, Pension, and Family Office export formats.
5 FormatsVerdict BadgeWord Export
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Consultants can draft IC memos, but at consulting rates and multi-day turnaround. Format is not standardized across deals.
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Can write memo-style text but has no institutional RE format knowledge, no verdict logic, no cap rate or IRR calculation built in.
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Fund admin platforms do not generate IC memos or deal-level investment analysis documents.
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Development & Land |
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Development
Ground-up, BTR, construction tracking
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Development Command Center
Full lifecycle tracking: Land → Entitlement → Construction → Lease-Up → Stabilization. Draw schedule, cost variance, milestone tracking, risk flags, pro forma, and investor update generation in one workflow.
5 StagesDraw TrackingInvestor Updates
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Development advisory exists but is structured as a consulting engagement — not an always-on workflow tool. High cost per deliverable.
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Generic AI cannot track draw schedules, construction milestones, cost-to-complete, or generate development-specific investor updates.
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Fund admin platforms focus on stabilized assets and LP reporting. Ground-up development lifecycle tracking is outside their scope.
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Land Screening
Site assessment, zoning, risk score
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Land Screening Tool
Multi-variable site scoring across location, zoning, entitlement risk, environmental, infrastructure, and market fundamentals. Outputs a risk score, comp land transaction table, and go/no-go recommendation.
Risk ScoreZoningGo/No-Go
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Land consultants and brokers can assess sites but the process is unstructured, expensive, and slow relative to the volume operators need to screen.
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General AI has no land screening framework, no zoning logic, no risk scoring methodology specific to BTR or ground-up site selection.
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Land acquisition screening is outside fund admin and LP portal platforms entirely.
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BTR
Build-to-rent specific workflows
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BTR Development Model + Policy Tracking
Purpose-built BTR financial model, development economics, lease-up planning, and real-time regulatory tracking. Includes current ROAD Act status, state-by-state BTR policy intelligence, and purpose-built exemption analysis.
BTR EconomicsROAD Act TrackingPolicy Intel
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BTR-specific expertise exists in a handful of firms. Most real estate consultants apply multifamily frameworks with modifications — not purpose-built BTR models.
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Generic AI tools have no BTR-specific financial models, no awareness of the ROAD Act provisions, and no SFR/BTR regulatory intelligence.
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Fund admin platforms have no BTR development model, policy intelligence, or construction-phase tracking capability.
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Reporting & Narratives |
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Reporting
Quarterly reports, LP packages
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Quarterly Reporting Studio
Institutional LP report generation across formats: Pension, Family Office, Endowment, REIT Institutional. Asset cards, KPI tables, variance analysis, distribution summaries, and outlook sections. PDF and Word export.
4 LP FormatsAsset CardsPDF + Word
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Consultants can produce quarterly reports but at significant per-report cost. Format is not reusable and turnaround is measured in days, not minutes.
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Can write report prose but lacks the institutional format structure, LP-specific templates, variance analysis, KPI tables, and distribution tracking operators need.
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Fund admin platforms track distributions and fund-level reporting. Narrative generation, asset-level quarterly reports, and LP communication drafting are not built in.
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KPI Narratives
AI-written performance commentary
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KPI Story Engine
Enter occupancy, NOI, collections, revenue, opex, and rent data. Olesya analyzes variances and writes What Changed, Drivers, Risks, and Outlook — then generates audience-specific paragraphs for Executive Summary, Board, LP Report, and Quarterly Report. Copy-ready in seconds.
4 AudiencesAI-WrittenCopy-Ready
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Consultants write performance commentary but it requires engagement, briefing, and multiple review rounds. Not available on-demand at reporting deadlines.
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Generic AI can draft narratives from data you provide, but lacks audience-specific formatting, institutional tone calibration, and real estate variance analysis logic.
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Fund admin platforms do not generate narrative commentary. They track data but do not write the story behind the numbers.
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Investor Narratives
LP letters, cover narratives
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Investor Narrative Engine
AI-drafted LP letters, fund updates, and investor communications calibrated to tone, fund strategy, and audience. Outputs institutional-grade narrative ready for review and distribution.
LP LettersFund UpdatesTone Calibration
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Investor relations consultants draft LP letters, but this is a separate, expensive engagement. Most operators write them internally under time pressure.
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Generic AI can draft LP letters but has no real estate context, no fund-specific calibration, and no institutional tone awareness for pension or endowment audiences.
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Fund admin platforms distribute reports and statements. Narrative drafting and LP letter generation are not core features.
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Investment Thesis & Strategy |
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Investment Thesis
Why Now, thesis, demand drivers
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Investment Thesis Engine
Generates full investment thesis across four formats — One-Page Summary, IC Version, LP Version, and Board Memo — from deal facts, market context, and value-add strategy. Includes Why Now banner, demand drivers, business plan timeline, upside/downside scenarios, exit strategy, and risks.
4 FormatsWhy NowDemand Drivers
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Investment thesis creation is typically done in-house or by consultants. The process is time-consuming and not standardized across deals or formats.
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Generic AI can draft a thesis narrative but produces unstructured prose without institutional format, demand driver frameworks, or audience-specific versions.
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Fund admin platforms manage existing portfolio assets. Investment thesis creation for new acquisitions is outside their intended use.
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Operator Workflows |
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Operator Workflows
End-to-end daily operations
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Purpose-Built for Operators
20+ tools across the full operator lifecycle — from land screening through stabilization reporting. Built by an operator who has run these workflows. No translation layer between the tool and the work.
20+ ToolsOperator-BuiltFull Lifecycle
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Consultants advise on strategy and process but do not run inside your daily workflow. Engagement model creates friction between insight and execution.
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General AI tools are horizontal — built for every use case. Real estate operators need vertical depth: domain-specific models, terminology, and workflow patterns.
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Fund admin platforms excel at investor portal management, capital call tracking, and distribution processing. Front-office operator workflows are outside their core design.
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AI Copilot
Embedded AI across every workflow
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Olesya — Always Present
Olesya is embedded across every tool — available in the floating assistant panel on every page, with contextual FAQ routing, deal analysis, workflow recommendations, and real-time Q&A. Not a generic chatbot — a real estate copilot trained on operator workflows.
Context-AwareEvery PageRE Domain
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Consultants are not available on demand. Advice is delivered in meetings, emails, and deliverables — not embedded in the workflow where decisions get made.
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General AI tools provide a chat interface but lack real estate workflow context, tool integration, and the domain-specific routing that makes Olesya useful across the platform.
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Fund admin platforms do not include an embedded AI copilot. User support is provided through documentation, helpdesks, and support tickets.
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Data Room
Document analysis, due diligence
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AI Data Room Copilot
Upload OM, rent roll, T-12, DD tracker, debt quote, and site plan. Olesya extracts KPIs, runs a 6-factor risk engine, generates an investment summary, and produces a formatted IC memo — from uploaded documents, in minutes.
10 Doc TypesRisk EngineIC Memo Export
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Consultants review data room materials but this is a bespoke, time-intensive engagement. Not available as a scalable on-demand workflow.
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Generic AI can read uploaded documents and summarize them but lacks the real estate extraction logic, risk engine, and IC memo output structure.
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Fund admin platforms store and distribute documents to LPs. They do not perform AI-driven document analysis or due diligence extraction.
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◆ Built by an operator
The workflows you run.
Now running themselves.
Epps.ai is available for pilot engagements. Designed for institutional real estate operators who want AI that already understands the work.