
Most firms are using a fraction of what AI can already do. We take you from the first security review to a reliable system of AI agents your team runs without us.
Pacific Software Ventures builds custom AI solutions for commercial real estate. Most firms are using a fraction of what AI can already do. There are two ways to work with PSV: PSV builds the AI system for your firm, or the CRE AI Institute trains your team to build and run it themselves. Either way PSV takes you from the first security review to a reliable system of AI agents your team runs without us, used every day on the work that takes them the most time: agents are scoped to the systems and folders you approve, they run in your own environment or in a PSV environment you supervise, and nothing you put in trains a public or shared model. Systems read offering memorandums, rent rolls, and T-12s and underwrite into your own templates and tools, with every number traced back to its source document. 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
A chat window and a usage policy is not AI adoption. Take either path, or both, and the capability ends up with your team instead of a vendor.
Path 1 / For firms
We find where AI pays off, then build and deploy the agents that run it. Your team reviews the output, without hiring an AI team of its own.
in deals processed
hours saved
“The team is highly impressed with the custom underwriting agent that we received.”
Brandon RowellAnalyst, Westlake Realty GroupPath 2 / For teams and individuals

Your team learns to build and run its own agents on live deals. The capability stays in-house, and the next build never waits on a vendor.
lessons across 9 courses
live office hours and builds
“I've been really impressed with what I've seen. The maturity that seasoned, institutional decision-makers look for is generally lacking in AI circles, and this team has it. Sincerely nice work.”
Shane TerryManaging Partner, RG PartnersOur members come from teams at
No discovery theatre and no six-month strategy deck. You talk to the people who do the work, from the first call.
Find where AI actually pays off, before anything gets built.
We map how your team already works: the tools, the data, the workflows. Then we agree what winning looks like in your numbers, and sequence the roadmap by return. If AI will not move your numbers, we say so.
We build the system for you, or teach your team to build it.
This is the fork. We deploy agents that run the workflow end to end inside your own templates and tools, or your team learns to build and run them through the CRE AI Institute. Some firms do both: we build the first one, they build the next three.
It stays in production, and it keeps getting better.
Your people supervise output instead of producing it. As the frontier moves we swap in better models, and the system carries context forward so each deal starts smarter than the last.
Scored against the situations of the firms and members you just read about, not against a sales target. Nothing you answer is stored.
How many people do this work today?
1 / 4A raw model gets you most of the way, then stalls. A vendor sells you the same speed pitch inside a box you never own. Neither one hands you a number you would defend at IC.
Every number cites where it came from, down to line 31 of the T-12. We audit your model before we build on it, so a sources-and-uses error gets caught rather than inherited. Anything the system cannot verify, it flags and leaves for a human.
Run it on our infrastructure or inside your own Claude Enterprise, Copilot, or ChatGPT account. Your VPC, SSO-bound, SOC and GDPR ready. Nothing you put in becomes anyone's training set.
Code, workflows, data, configuration. Yours, on infrastructure you control. No per-seat lock-in, no hostage data. Walk away and you take the whole thing, plus a runbook for running it.
It runs on frontier models, Claude among them, and swaps when something better lands. What you are buying is the system around the model, which is the part that survives the next release.
Built by CRE operators and AI engineers, with a PhD in the room. Meet the team
One ungoverned tool in the wrong meeting is how a firm ends up with a blanket AI policy that outlives the pilot. So we design for the review first, and hand your IT team what it needs to say yes.
An agent runs against the systems, folders, and actions you name, and nothing else. Access is permissioned per tool, scoped to the least it needs, and revocable. Every read and write is logged and reviewable.
Inside your VPC or Microsoft 365 world, behind your SSO. Your own AWS, GCP, or Azure account, or on-premise when data residency or regulator-mandated isolation calls for it. Or a PSV environment you supervise, if you would rather we host it.
Nothing you put in trains a public or shared model. For regulated workloads we use providers with zero-retention agreements. AES-256 at rest, TLS 1.3 in transit, with per-client data isolation.
We write the security memo, complete your vendor questionnaire, and sign your security addenda. We get on the call with your reviewers and answer to them directly. Our job is not done until you pass your own audit.
We are pursuing SOC 2 Type II. Until it lands, you get our current security controls documentation, a completed SIG Lite questionnaire, and references from clients in regulated industries. We do not claim certifications we do not hold.
Common Questions
What teams ask before working with us.
Three things. AI Strategy finds where AI pays off. Then you choose the path that fits: we build the AI system for you through AI Deployment, or train your team to build it through the CRE AI Institute. Most clients start with one and grow into the others as the wins stack up.
Those are tools your team still has to drive, and plain Claude or Copilot gets you about 70 percent of the way. The last 30 percent, the part that lands inside your own model and CRM with every number traced to its source, is the whole job. That is the system we build around the tools, so the work finishes instead of waiting in a chat window you have to babysit.
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 AI employees 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.
A strategy call. We map your workflows, find the highest-impact use cases, and tell you honestly whether the right next move is training your team, building a system, or both. If AI will not move your numbers, we say so.
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. Pricing depends on the path: a one-time strategy audit, an Institute seat for training, or a built-and-run AI employee. 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
Bring a live deal and see where an AI system starts pulling ahead. The gap widens every month you run it, while the rest stay flat.
We take on a limited number of new partners each quarter.