We do not start with software. We start with the result the business needs, then identify what is slowing deals, increasing costs, burying information, or forcing teams to work around existing processes and systems.
From there, we redesign the workflow, modernize the technology, connect the data, and apply AI only where it improves NOI, strengthens decision-making, accelerates execution, or reduces risk, including compliance with regulations, lease terms, and lender requirements.
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I have spent more than 30 years in commercial real estate and finance, working across research, forecasting, leasing, property operations, ownership, financial management, product development, and academia, including serving as real estate and finance faculty. That experience taught me something simple: the best technology decisions do not begin with a software demonstration. They begin by defining the outcome the business needs and working backward to determine the processes, data, and technology required to achieve it.
We begin with the business outcome, then determine what the workflows, systems, and data must do to support it. The work generally falls into three stages, although every organization starts from a different place.
Make core systems faster, more flexible, and easier to extend. We modernize incrementally, keeping operations running while avoiding an unnecessary rip-and-replace or a major increase in internal headcount.
Connect accounting, property management, maintenance, CRM, document, reporting, and other enterprise systems so information moves across the business without repeated entry, manual reconciliation, or disconnected spreadsheets.
Apply AI to the workflows where it can improve underwriting, document review, reporting, forecasting, service triage, and decision-making, without forcing it into work that does not need it.
Modernizing platforms, connecting systems, and applying AI are not the objectives. They are the means. The objective is better business performance that can be seen, measured, and sustained.
Digitize and automate repetitive work so people spend less time re-entering information, searching for documents, reconciling systems, and managing avoidable workarounds.
Connect systems, data, and workflows so the work already being done becomes more accurate, consistent, timely, and useful.
Use governed workflows, connected data, and selective AI to uncover patterns, preserve institutional knowledge, and support decisions the business could not make before.
Real estate needs technology that works, with AI applied where it creates value.
AI compounds good operations. It does not replace them. It becomes an advantage if the workflows are sound, the systems are connected, and the data can be trusted.
Our work spans the businesses, public agencies, and technology partners that make the real estate industry function.
Owners, investors, REITs, lenders, and mortgage servicers.
Improve underwriting, portfolio visibility, servicing, and asset-level decisions.
Property managers, operators, facilities teams, and corporate real estate organizations.
Reduce operating friction, connect systems, and improve service and reporting.
Brokers, appraisers, title companies, consultants, and valuation firms.
Move documents, data, transactions, and decisions faster and more consistently.
Engineers, contractors, building trades, workplace providers, and furniture companies.
Modernize the workflows used to plan, build, equip, improve, and maintain property.
Property tax departments, assessors, permitting agencies, municipalities, and public authorities.
Replace manual processes with governed, transparent, and auditable workflows.
PropTech companies, software platforms, data providers, systems integrators, and industry technology partners.
Build, modernize, connect, and extend the products real estate organizations depend on.
No hype. No forced technology agenda. Just a disciplined way to determine what the business needs, what the investment should return, and where AI can create meaningful value.
You know your business. We bring an outside perspective, real estate and finance experience, and Taazaa's engineering depth to help frame the problem, test assumptions, and evaluate the options to determine the right path forward together.
Talk it through with Mike