⚡ Instant Lead Responder
The leak: 55% of inquiries arrive after hours and go cold.
The problem
A lead's odds of converting collapse within minutes — but your agents are asleep, driving, or mid-showing. Whoever replies first usually wins. Today that's rarely you.
How it works
- Picks up every new lead — CRM, website, portal, ad — in under 60 seconds, 24/7.
- Replies in your brand voice, answers the obvious questions, asks 2–3 qualifiers.
- Checks live availability and books the showing or call.
- Hands the agent a clean brief, then nurtures quiet leads so none slip.
Why it's defensible
A 5-minute response makes a lead 21× likelier to qualify than 30 minutes (MIT/InsideSales). The average firm takes 42 hours (HBR). That gap is the opportunity.
Modeled value · Harborview
MVP to ship
✍️ Listing & Marketing Studio
The leak: an hour of writing per listing, times every agent.
The problem
Every listing needs an MLS description, social posts, an email blast and a flyer — an hour your agents would rather spend selling.
How it works
- Agent drops in the basics (or pulls them from the MLS form).
- The Studio drafts the description, three captions, an email and flyer copy — in your voice.
- Fair Housing guardrails flag risky language before publish.
- Agent approves in two minutes; everything exports ready to post.
Why it's defensible
Listing descriptions are the #1 reported use of AI among agents today (NAR, Sept 2025) — proven, low-risk, and the fastest path to firm-wide adoption.
Modeled value · Harborview
MVP to ship
📁 Transaction Copilot
The leak: 16–18 hours of coordination buried in every deal.
The problem
Every contract hides a web of dates and contingencies. One mis-keyed deadline can kill a deal weeks later — and coordinators hand-track it all.
How it works
- Reads the purchase agreement and extracts every date, contingency and figure.
- Builds the timeline and a 150-point task checklist automatically.
- Nudges the right person — agent, client, lender, title — before anything slips.
- Humans confirm and decide; the AI does the tracking.
Why it's defensible
A file carries 150–200+ tasks and 16–18 hours of coordination (industry estimate). Document extraction is exactly what modern AI does reliably.
Modeled value · Harborview
MVP to ship
🏡 Smart Property Matcher
The leak: buyers hear about listings from the portals first.
The problem
Zillow notifies your buyers before you do — so the portal owns the relationship you earned.
How it works
- Learns each buyer's real taste from what they click, save and tour.
- The moment a match hits the MLS, drafts a personal "thought of you" note from their agent.
- Agent approves with one tap — the buyer hears from a human, before the portal pings them.
Why it's defensible
Proactive, personal outreach is the moat against portals. Matching and ranking are mature, core AI capabilities.
Modeled value · Harborview
MVP to ship
🖼️ Immersive Listings — staging + iPhone 3D tours
The leak: staging is costly, and buyers can't visit at 11pm.
A real 3D-captured home — drag to look, click the markers to walk through. The same tour an agent produces from an iPhone in ~20 minutes. Open full tour ↗
Virtual staging — drag the slider. An empty room furnished by AI for a few dollars, so every listing shows well.
Two capabilities, one workflow
Virtual staging. Furnish an empty or dated room in the buyer's likely style for a few dollars — so every listing shows well, not just the luxury tier.
iPhone 3D tours. An agent scans the property in ~20 minutes on an iPhone Pro (LiDAR + AI). Buyers get a navigable, staged walkthrough they can tour any time — ideal for relocating and out-of-state buyers and for renters signing unseen.
Why it's defensible
3D-tour listings are saved 32% more and sell up to 31% faster at 4–9% higher price (Zillow; Texas Tech, 143k+ listings). 70% of buyers wish more listings had them. Staging helps 83% of buyers envision a home (NAR, 2025).
MVP to ship
🧠 Brokerage Brain
The leak: your best agents' knowledge lives in their heads.
The problem
New agents ramp slowly and the team interrupts each other all day with "how do we handle this?" — answers that already exist in your playbooks.
How it works
- Securely indexes your policies, scripts, vendors and past-deal know-how — privately, never used to train public models.
- Any agent asks in plain English and gets the firm's answer, with a citation.
- Drafts the email, disclosure note or next step the way your firm actually does it.
Why it's defensible
Private retrieval assistants are one of the most mature, lowest-risk enterprise AI patterns in production today.