AI Underwriting Analyst
How Westlake Realty Group cut per-deal underwriting from 6-8 hours to 20 minutes
Six to eight hours of senior time to underwrite a single offering. Marginal deals were dropped for lack of capacity, not lack of merit.

PSV maps how your firm operates, builds the Company Brain that gives AI your institutional context, and deploys agents your team runs inside Claude, ChatGPT, Microsoft Copilot, and the tools they already use.
Pacific Software Ventures builds intelligent AI that knows how commercial real estate works. PSV maps how your firm operates, builds the Company Brain that gives AI your institutional context, and deploys agents your team runs inside Claude, ChatGPT, Microsoft Copilot, and the tools they already use. PSV offers three services: the AI Audit maps how your firm works; Company Brain + AI Deployment builds the intelligence layer that gives AI your firm's context and puts it to work; AI Training puts the capability in your team's hands through PSV-led enterprise training and the CRE AI Institute. Deployments run in your Claude or Copilot workspace or in your own VPC, agents are scoped to the systems and folders you approve, every number is traced to its source document, and humans approve what becomes firm knowledge. The free AI assessment is an honest read on where you stand and which engagement fits, if any. Built by institutional CRE teams and AI researchers previously at PGIM, Goldman Sachs, and Kochava. Trusted by CRE professionals at Cushman & Wakefield, JLL, Newmark, Marcus & Millichap, Saunders Real Estate, Kimco Realty, Westlake Realty Group, Industry Real Estate Partners, and Stride Commercial.Trusted by CRE professionals at
The overlooked problem
Most firms make one of these four moves before the context is in place.

What happened
You hired an AI vendor to ship an agent in six weeks.

What came back
You get a vague roadmap, a tool list, and nothing that runs.
Why agents fail
Your data is fragmented across every tool and system you run, and none of it ties together into context AI can use. So it answers from the public internet instead of from your firm, never as the intelligent coworker it should be.
No shared knowledge
Your AI is not hallucinating. It is guessing.
It fills the gap with the average firm, because yours was never written down. You spend the day correcting the difference.
The Company Brain
Once it exists, every workflow starts with your deal history, your criteria, and your exceptions already in it. Nothing begins from a blank slate, what one person worked out becomes something the firm owns, and each build makes the next one faster. It is the piece all four roads were missing.
Your systems and your people
Company Brain
Claude · ChatGPT · Copilot
where your team already works
You would not hand a first-day hire the keys to everything. What each agent can reach is scoped with you, per engagement, to the systems and folders you approve.
We build the agents with you. If you can take it from there, take it.
Additive, not a replacement
Nothing gets ripped out. We build agents and workflows on your existing Claude, ChatGPT, and Microsoft Copilot accounts, and the Brain makes the work your team already does on them better.
Your team already writes, analyzes, and builds here.
With the Brain
Answers arrive with your deal history, your buy box, and your exceptions already in them.
Seats are live and a few people have gotten good at it.
With the Brain
The good prompts stop living in one person's head and become something the firm owns.
Already deployed across M365, already through IT.
With the Brain
The same work runs inside the tenant your auditors already signed off on.
If your firm standardizes on one of them, we build there. If it runs more than one, the Brain serves all of them, so the context does not fork with the tooling.
Services
The Brain decides what to audit, what to build, and what to train on. Start where it makes sense.
Map the firm. Seed the Brain.
We work with the people doing the work to map your workflows, systems, and data, and what we find becomes the Brain's first layer.
Build the Brain. Put it to work.
The intelligence layer that gives AI your firm's context, plus the agents your team runs on top of it.
Train on your firm, not on prompts.
PSV-led enterprise training and the CRE AI Institute, run on the Brain, so your team practices on your deals instead of somebody else's demo.
What it can do
Deployed on the Brain, so every workflow starts with your firm's context.
Customers
Named, on the record, and still working with us.

“We use PSV to underwrite IOS deals and produce BOVs in 1/10th the time it used to take us.”


“The team is loving PSV AI Strategy and Build Framework.”

“I’ve bragged about you guys.”

Case studies
Every number comes from work we handed a client. Each card opens the full write-up.
Buy side
Owners, operators, and allocators screening more deals with the same team.
Sell side
Investment sales, tenant rep, and advisory teams winning and working more listings.
Prefer to hear it from a client? Ask for a reference.
Your environment
Where the work runs is a deployment decision you make, not a constraint we impose.
by PSVLiveCRE-specific AI training, Claude workflows and Skills, live sessions, and a community of CRE practitioners. Continuously updated as the tools change.
Our members come from teams at
Common Questions
What teams ask before working with us.
Three things. The AI Audit maps how your firm works and finds where AI pays off. Company Brain + AI Deployment builds the institutional intelligence layer that gives AI your firm's context, then puts working workflows on top of it inside the tools your team already uses. AI Training makes your team AI-native, through PSV-led programs and the CRE AI Institute. Most clients start with one and grow into the others.
Those are the surfaces your team works in, and we build on top of them, not against them. Out of the box they start every task without your firm's context: your deals, templates, policies, or past decisions. PSV builds the Company Brain that supplies that context and the workflows that finish the work inside those tools, so output lands in your own model and CRM with every number traced to its source.
The institutional intelligence layer underneath our flagship engagement: what your firm knows, how it works, and how it decides, structured so AI can use it. It sits under Claude, ChatGPT, or Copilot, connected through MCP, and every workflow that runs on it shares the same context. Humans approve what becomes durable firm knowledge, so the Brain reflects the firm, not a model's guess.
That is the whole point. The mandate to use AI usually lands without anyone showing the team how, so the work keeps getting done by hand. We close that gap directly: hands-on training in your real workflows, plus deployed workflows that do the heavy lifting so your people supervise output instead of fighting a tool. No prompt-engineering degree required.
Because seats are not a system. A Copilot license sitting unused is the norm, not the exception, because nothing was built around it. We deploy AI into a specific, high-value process with a clear owner and measurable output. It gets used because it is doing real work, not waiting for someone to think up a prompt.
Hallucination is a design problem, not a reason to quit. Our systems are grounded in your data and source-traced, with validation, confidence thresholds, and approval gates on anything high-stakes. Every answer shows its work and you keep final say. The bar is output you would put your own name on.
No. Commercial real estate is our flagship and where we go deepest, but the strategy, training, and engineering work for any operating business. The CRE work is simply the proof that it holds up under real numbers and real stakes.
Ten minutes of questions about your firm, your workflows, and your current AI usage. You get an honest read on your AI maturity, the highest-value opportunities, and which engagement fits, if any. If the answer is none yet, it says that too. Qualified firms get direct access to the calendar.
You own it. The code, the workflows, the data, and the configuration are yours, and they run on infrastructure you control. No per-seat lock-in, no hostage data. If we ever part ways, you keep everything plus a runbook to operate it without us.
Yes. Encrypted in transit and at rest, access scoped and logged, and we never train shared models on your data. For regulated workloads we deploy into your own cloud or VPC and use providers with zero-retention agreements. We share our full controls documentation and sign your security addenda on request.
Ammunition. We deploy inside your own environment, your VPC or M365 world, behind your SSO, with access scoped and logged. We write the security memo for your IT team, answer their questionnaire, and get on the call with them. You should not have to fight that battle alone, and our job is not done until we pass your audit.
A real fear, and we treat it as step zero. Before any AI touches your numbers, we tie your template out against your last closed deals. If something has quietly not been ticking and tying, you find out first, from us, not from an AI that learned the mistake.
First engagements scope in days, not months. Custom engagements begin at $10,000, and the shape depends on the path: a one-time AI audit, an Institute seat for training, or a Company Brain build with workflows deployed on top. We share exact numbers on the first call, with no surprises later.
Then we route to whatever is. You are never married to one model. We run a harness that sends each task to the best model for it and swaps as the frontier moves, so you get the upside without the lock-in. The data, the workflows, and the system itself stay yours either way.
Don't take our word for it
Pick your favorite AI and ask what it thinks about PSV. No filter, no spin.
Let’s talk
Take the free AI assessment. Ten minutes, an honest read on where you stand, and which engagement fits, if any.
We take on a limited number of new partners each quarter.
Prefer email? zed@pacificsoftwareventures.com