The operating details behind institutional agents.
Source authority, exception queues, review ownership, data boundaries, and the work product that comes out the other side.
- AI connectorsPublic MCP endpoint, private ERPEvaluate how Claude can reach a managed MCP endpoint while your ERP stays private, with explicit network boundaries and operating responsibilities.
- Deal workFrom leasing proposal to owner approvalAn owner-side framework for comparing proposal economics, capital requirements and business-plan exceptions before authorizing a lease.
- Operating modelPrice the finished work, not the modelA buyer’s framework for comparing managed workflow scope, retained review effort, operating responsibility, and cost per accepted work product.
- Operating modelAI Operating Systems for Real Estate: A Buyer's GuideWhat an AI operating system means for institutional real estate: how it differs from a CRM or ERP, which workflows fit, and what to verify before buying.
- Workflow selectionCustom AI Agents for Real Estate: What to Build FirstA practical guide to custom AI agents for real estate funds, commercial brokerages, and owner-operators: workflows, costs, integrations, and review gates.
- Operating modelKeep the system of record. Automate the work above it.A safer deployment sequence for firms that cannot afford a replacement project disguised as an AI pilot.
- Brokerage operationsWhat a brokerage voice agent must hand back to the brokerQualification, consent, transcript, routing, and the record required after an inbound call.
- Portfolio intelligenceWhen the model and property system disagreeHow to produce a point-in-time portfolio answer without averaging away the conflict.
- Deal workDiligence is not done until the source survives the conclusionA practical evidence spine for VDR extraction, sponsor screening, conflicts, and committee materials.
- Investor relationsThe investor answer is only correct inside the right boundaryFund, investor, document, and side-letter scope for AI-assisted LP reporting.
- Fund operationsA distribution waterfall should explain itself tier by tierWhat an agent can prepare, what the LPA still governs, and why reviewable math matters more than a fast answer.
- Fund operationsAn AI-assisted quarter-end close without a black boxHow to preserve transaction lineage, exception handling, and fund-accounting approval while reducing manual assembly.
- Operating modelWhere AI agents belong inside a real estate investment fundA workflow test for deciding what to automate, what to leave in the system of record, and who must own release.
- Portfolio intelligenceStart with exception queues, not a chatbotA practical operating model for reconciling fund data, surfacing discrepancies, and routing controlled work.
Start with one workflow
Bring the work.
We’ll take it from here.
Show us the process, the source systems, and who reviews the result. We’ll map a first proof worth running.
Book a workflow demo One conversation. A concrete next step.