Real Estate AI and The Lease Intelligence Gap: Why Prophia and Orbital Fall Short

The commercial real estate industry has spent the last few years buying subscriptions to AI lease tools. Prophia, Orbital. A dozen others. The pitch was compelling — AI-powered lease intelligence, instant abstractions, portfolio visibility.

The reality? Most firms are now paying steep recurring fees for tools that are slow, generic and sitting on top of data that should never have left their walls in the first place.

There is a better way.

The Three Categories of Real Estate AI

Before evaluating specific tools, it helps to understand what each was actually built to do.

Portfolio management — Prophia is a portfolio management platform that uses AI to feed its system. Think of it as property management software with abstraction capabilities bolted on. Its core value proposition is organizing and tracking lease data once extracted.

Legal due diligence — Orbital is a legal due diligence platform built for law firms conducting transactional work — primarily title review, survey analysis and property visualization. Lease abstraction is one feature within a broader toolkit focused on pre-acquisition legal analysis.

Deployed lease intelligence — Bryckel is a purpose-built lease intelligence platform deployed inside your own environment. Abstract 360 handles portfolio abstraction. Clause Protect handles lease review. Both run on your infrastructure, your AI model, with your data never leaving your walls.

Each serves different use cases. The problem arises when firms assume a portfolio platform or due diligence tool can deliver the depth, security and flexibility required for true lease intelligence.

Strategic Differences: Where Each Platform Excels and What They Weren't Built For

The Prophia Problem: Three Places Your Lease Data Lives

If you use Prophia today, your lease data lives in three places simultaneously — your walls where it belongs, Prophia's cloud where you sent it, and MRI or Yardi where you already manage it.

That is not intelligence. That is redundancy. And you are paying for it annually.

Prophia was built to solve a real problem — lease data was scattered and hard to access. But that problem already has a solution. You have MRI. You have Yardi. These systems already hold your lease data, your rent rolls, your critical dates. Prophia layers on top and charges you a subscription for the privilege.

Worse — Prophia's abstraction is only as fast as their human team. 15-30 leases per day. When you are in the middle of an acquisition and need 50 leases abstracted in 48 hours, that is not a feature. That is a bottleneck.

And at $120 upwards per tenant per year plus a $100 per lease setup fee, you are locked into a recurring cost that grows with your portfolio — for data you already own, in a system you already pay for.

The Orbital Problem: Built for Law Firms, Sold to Everyone

Orbital was built for AM Law 100 firms doing large-scale transactional due diligence. Title review. Survey analysis. Property visualization. Lease abstraction is one feature in a toolkit designed for lawyers billing hundreds of dollars an hour.

Then they started selling it to asset managers and in-house legal teams.

The result? Enterprise law firm pricing for a product that was not built for your workflow. Report-based, not conversational. One-time transactional, not ongoing. And at $100,000+ per year, you are paying for capabilities you will never use.

Here is the honest truth about Orbital — everything it does for lease intelligence, you can do in-house today. Reviewing drafts against playbooks. Comparing lease terms. Writing emails summarizing provisions. Flagging risk clauses. These are not hard problems if you have the right AI deployed inside your own environment, configured to your own standards.

You do not need a law firm product. You need your own capability.

The Real Problem With Both

Prophia and Orbital share the same fundamental flaw — your most sensitive deal data leaves your environment every time you use them.

Co-tenancy clauses. Exclusivity provisions. Recapture rights. Rent structures. This is the intelligence that drives your acquisitions, your negotiations, your asset strategy. And it is sitting on someone else's server, behind someone else's security policy, subject to someone else's terms of service.

For REITs, PE firms and corporate real estate teams where data governance is non-negotiable — this is not a minor concern. It is a structural risk.

Bryckel: Purpose-Built Lease Intelligence Built For You

Bryckel does not ask you to subscribe. We deploy.

We bring Abstract 360 and Clause Protect inside your environment — containerized, running on your AI model of choice, connected to your existing infrastructure. Your lease data never leaves your firewall. Not once. Not ever.

Abstract 360 replaces your BPO and abstraction tools entirely. Long form, expert-verified abstractions — 50+ provisions, 1,000+ data points per lease. We migrate your entire legacy portfolio as part of onboarding. Day one you have full portfolio intelligence — running in your environment, not ours.

Clause Protect replaces your dependency on outside counsel for first pass lease review. Built around your own playbook, from your own executed leases, by asset type. Every draft reviewed instantly. Fully redlined Word document same day. Every redline makes sense — not generic AI output. Your legal team reviews exceptions, not entire drafts.

And unlike Prophia and Orbital — Clause Protect and Abstract 360 are fully customized to your organization. Your provisions. Your standards. Your workflow. Not a generic template applied to every client the same way.

Cost Comparison: What You're Actually Paying For

Let's examine real-world scenarios to understand the total cost of ownership.

Scenario 1: 300-Lease Portfolio (Ongoing Management)

Over three years Bryckel costs less than half of Prophia and a fraction of Orbital. You pay once to deploy. Your data never leaves your environment. And year two onwards you are only at maintenance fee while Prophia charges $45,000 every single year for data sitting in their cloud.

Who Bryckel Is Built For

Bryckel is not for everyone. We are built for organizations where data governance is non-negotiable, customization matters and recurring SaaS fees are not the answer.

Bryckel is the best of both worlds — a productized AI pipeline with the service of a specialist team behind it. Unlike pure IT services where you commit before seeing results, start by testing your hardest leases. If the output meets your standard, we deploy the full capability inside your environment in 8 weeks. Our team handles everything from data cleanup and legacy migration to ongoing human validation of every abstraction so you're not just getting software, you're getting a service that guarantees the output. From there you control everything — switch AI models anytime, request custom features on top of the core pipeline, manage your own access controls. No subscription. No lock-in. No surprises.

REITs managing hundreds of leases across multiple asset classes who need portfolio intelligence without portfolio data exposure.

Corporate real estate teams at Fortune 500 firms whose legal and compliance teams will never approve sending lease data to a third party cloud.

Private equity firms whose portfolio companies — restaurant chains, retail, healthcare, fitness — have lease obligations that directly affect valuations and exit multiples.

Real estate service advisors who need complete data separation between client portfolios and cannot risk one client's intelligence touching another's.

The Bottom Line

Stop paying steep subscription fees to tools that are one size fits all and charge rent for your own data.

Prophia adds costs on top of MRI or Yardi. Orbital makes sense if you are a law firm and you are okay paying steep fees for a wrapper around AI models. Neither makes sense for a sophisticated CRE organization or CRE Law Firm that understands what its lease data is worth — and where it should live.

Bring lease intelligence in-house. Own the capability. Control the data.

That is what Bryckel was built to deliver.