Brokerage 4.0
The next generation of brokerage won't be defined by who has the most software — but by who has the smartest operating system.
Jack Speaks · Co-Founder, Trezly
Inman Connect San Diego · July 2026
Three years rewrote a hundred.
Real estate technology has changed more since 2023 than in the century before it.
A century of incremental change.
Three years that rewrote the stack.
The inflection point.
The industry reached the moment Apple and Netflix created in their categories.
We're ready for a new direction. We need one.
It's time to choose.
Buy
Acquire your way to scale.
Sell
Take the exit someone offers.
Change
Make the difference you've been looking for.
We can help you with the last one.
Too many tools. Too much switching.
The average real estate professional runs 6–12 separate apps daily — each a login, a fee, and a silo.
separate tools, per person, every day
per seat / month before Trezly
Data dies between systems
Twelve schemas, twelve APIs, no single record of the deal.
Hours lost every week
Time bleeds away maneuvering between sites and re-typing.
AI can't meaningfully help
Bolted-on AI on legacy architecture can't see your CRM or listings.
Every handoff is a leak
Inspections, financing, title — six handoffs. Each is where deals die.
What we're getting rid of.
The people, processes, and hours it takes to keep disconnected systems talking to each other — that's the real expense.
Brokerage 1.0 to 4.0.
Adding new software no longer creates a competitive advantage.
Simplifying your business does.
Otto
Our own AI. Real-estate-tuned, running on hardware we own.
We don't lease a server. We own it.
Your data stays on our infrastructure. No third-party AI provider in the path.
Four layers. End to end.
Most AI real-estate products are a CRM plus somebody else's API. We own all four.
Because we own the hardware, inference cost declines over time instead of being repriced by a vendor. That's what lets the AI be included in the seat rather than sold as an upsell.
One record. Every surface.
A single property row flows to estimated value, to agent-only comps, to live CMA stats — no second app.
One record, every surface
A property, a contact, a deal — written once, read everywhere. CMA, listing copy, negotiation, and audit log all reference the same row.
Estimated value, multi-model
An AVM with a confidence band and a list-vs-value read, against cached market stats. Always ‘estimated value.’
CMA without a second app
Comps pulled by distance and recency, weighted into a range — inside the record you're already working.
Audited, replayable trail
Every gateway turn writes who, what model, what lane, what filters fired. Show compliance line by line.
Values stay agent-only. The seller's reserve never appears on a buyer-facing surface.
Twelve apps, folded into one.
The tools that run your day — native and connected, not bolted together.
CRM & Pipeline
Visual kanban, lead scoring, two-way calendar sync, threaded inbox.
CMA Tool
Reports in minutes, AI condition adjustments, three pricing strategies.
Transactions
Full state machine from offer to closing. Sub-state checklists, escrow, title.
Property Management
Listings, applications, leases, maintenance, vendors, rent collection.
Marketing Hub
Social composer, email campaigns, content library, ROI by campaign.
Training & CE
Courses, live sessions, certifications, license-renewal tracking.
And the rest of the stack.
Otto, the network, screening — and the STR engine that replaces the OTAs.
Automations
Linear builder, real-estate-native triggers. Multi-step nurture in 90 seconds.
Otto AI
Conversational, voice-enabled AI built for real estate, on owned hardware.
Network
Professional graph for agents — inside the platform that runs your business.
Compliance Layer
Fair Housing scan on every AI description, FCRA adverse-action automation.
STR + Host Booking
List, price, and book short-term rentals natively. Direct bookings, calendars.
Rental Ops
Tenant screening, rent collection, maintenance triage, accounting.
The deal never leaves the system.
DotLoop and SkySlope are checklists with file storage. Trezly is a state machine with an AI orchestrator.
Each stage has explicit sub-states, auto-routing, and AI orchestration:
Otto vs. the incumbent AI search.
Comparison reflects the publicly available Homes AI experience as of June 2026.
| Otto | Homes AI (CoStar) | |
|---|---|---|
| Front door | Conversational search is the front door | Chat overlay on a traditional map UI |
| Results per reply | Six property cards visible | Two property cards visible |
| Follow-ups | Tappable chips continue the search | Each refinement is re-typed |
| Voice | Spoken replies built in, under 2 seconds | Not offered |
| Infrastructure | Dedicated GPU cluster owned by Trezly | Shared third-party cloud APIs |
Everyone owns one slice. Trezly owns the graph.
| Agent | Buyer | Seller | Renter | Owner | STR Host | Prop Mgr | |
|---|---|---|---|---|---|---|---|
| Trezly | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Compass | ✓ | ✕ | ✕ | ✕ | ✕ | ✕ | ✕ |
| AppFolio | ✕ | ✕ | ✕ | – | ✓ | ✕ | ✓ |
| Airbnb / VRBO | ✕ | ✕ | ✕ | ✕ | ✕ | – | ✕ |
| Zillow | – | ✓ | ✕ | ✕ | ✕ | ✕ | ✕ |
| kvCORE / FUB | ✓ | ✕ | ✕ | ✕ | ✕ | ✕ | ✕ |
| Opendoor | ✕ | – | – | ✕ | ✕ | ✕ | ✕ |
STR hosts pay Airbnb and VRBO a booking tax. Legacy PM software covers back-office only. Trezly covers the whole graph, natively.
The portal tells you what it's worth.
Every other portal shows the asking price and an estimate. Trezly says whether the price is defensible — and names the comp.
This home is listed 151.2% above its estimated value of $617,000. A comparable 1.0 mi away, 1326 W Princeton St, sold for $449,900.
It tells you when a home is overpriced
No portal funded by selling agent leads will tell a buyer the price isn't defensible. Ours does.
The AI is scoped to the property
Answers stay on this home, cite real comps, and don't wander.
Otto can draft the offer
The consumer doesn't leave to negotiate. Otto drafts, the agent reviews.
Identity-verified, no lead resale
Contact goes to the listing agent — not auctioned to whoever paid for the ZIP.
What a buyer gets here — and nowhere else.
The portal business model decides the product. Lead resale pays for theirs. A seat pays for ours.
| Trezly | Typical portal | |
|---|---|---|
| Tells you when a listing is overpriced | ✓ | ✕ |
| Names the comparable that proves it | ✓ | ✕ |
| Conversational AI scoped to the property | ✓ | ✕ |
| AI drafts your offer inside the record | ✓ | ✕ |
| Estimated value with a confidence band | ✓ | ✕ |
| Your contact info is not resold as a lead | ✓ | ✕ |
| Identity-verified buyers only | ✓ | ✕ |
| Search in plain language, no filter-building | ✓ | ✕ |
A portal funded by selling agent leads cannot tell a buyer a house is overpriced. That's not a product gap — it's the business model.
Your data stays here. And you own it.
Because inference runs on clusters we own, there is no third party in the loop to send it to.
No data arrangements
Never shared with any MLS
Never shared with Zillow
Never shared with CoStar or Homes.com
Never shared with NAR or affiliates
What stays on our servers
Every contact and message history
Every negotiation and accepted term
Every CMA and estimated value
Every lead and conversion event
Why it matters
Most AI trains on your inputs. Ours doesn't.
Rivals on the same vendor can't see your strategy
Your client list isn't the product
Training writes need explicit consent
This isn't a policy that can be revised. It's what the architecture makes possible.
Filed before the platform was built.
Two U.S. applications sharing a priority date of July 3, 2024 — implementation conforms to the claims by design.
Digital Negotiation & Execution of Real Estate Agreements
U.S. App. No. 19/259,184
✓ Unified platform: listing → bidding → screening → contracts → payment
✓ Automated negotiation engine generating AI counter-offers
✓ Workflow engine with state management and auto-routing
✓ Dual transaction paths: instant lease + competitive bidding
✓ FCRA-compliant screening with adverse-action workflows
AI-Enhanced Real Estate Transaction Platform
U.S. App. No. 19/554,861
✓ Natural-language property search with weighted scoring
✓ Listing intelligence: valuation + investment evaluation
✓ Per-listing conversational AI with tour scheduling
✓ Dual-view negotiation: buyer chat + seller dashboard
✓ Confidential reserve, success probability, predicted range
Priority date: July 3, 2024. Published.
Live
Two questions. Unscripted.
Five things. Live.
Not slides. The actual product, in front of you.
Every brokerage eventually reaches the same crossroads.
Continue investing in yesterday's architecture…
Or begin building tomorrow's company.
The winners over the next decade won't necessarily be the largest brokerages.
They'll be the brokerages that operate the smartest.
Real estate has a new front door.
Marina Closing Party · Thursday, July 30 · 4:00–7:00 PM · Marina Terrace
trezly.com