From lead to client. Faster. Leaner.

We turn every leasing lead into a client — as easily and as quickly as possible. Operator-built AI leasing desk: answer, qualify, auto-schedule. Experience + system designed for ~⅓ faster path and ~⅓ less cost — efficiency that improves ROI and cash flow. Humans on the exceptions. Where AI doesn’t just answer — it walks you through the door.

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Our job · our motto

From lead to client. Faster. Leaner.

Take a leasing lead and make them a client — as easy and as fast as possible. Our experience and our desk are built for about one-third faster path and about one-third less cost: operational efficiency that reduces cost, improves ROI, and protects cash flow.

02 — The problems

NYC operators lose leases to silence, liability, and tools that don’t fit.

The job is simple: turn leads into clients. Silence, slow tours, and wrong-shaped tools make that expensive. We compress the path — speed, cost, and cash flow.

After-hours black hole

Desks run ~10–6. Renters hunt nights and weekends. The first building that answers wins the tour — everyone else funds paid media for competitors.

Agents drown in email

Budget, beds, move-in, pets — the same four questions, every thread. Tours (the high-value work) get squeezed. New agents take months to ramp.

Enterprise AI is wrong-shaped

National scripts, high minimums, weak NYC law. Mid-market and boutique operators overpay for a product that doesn’t know HSTPA.

Legal & fair-housing risk

Deposit caps, rent-stab, broker fees, Fair Chance timing — a wrong auto-reply is the operator’s liability, not the vendor’s.

Leads go stale in silence

“Maybe later” dies. Duplicate StreetEasy threads, broker hops, and contact-form spam with no system of record.

Intelligence dies in Gmail

Years of budgets, origins, and source conversion sit unmined. Marketing spend stays guesswork.

03 — Platform

The full AI leasing desk — not a reply widget.

ReplyBot runs your Gmail lead flow end-to-end: intake → qualify → match → tour → handoff. A real ops dashboard your team opens every morning. Human approval wherever you want it. Built by a working NYC leasing manager.

See the product demo
01

Multi-source intake

StreetEasy relays, building contact form, and broker “Agent Inquiry” emails — identity unmasked, source tagged, spam filtered.

02

Qualify → match → auto-schedule

Budget, beds, move-in, pets. Live listings match. Auto-scheduling offers real tour slots from your calendar/availability sheet — confirm path with human review when you want it.

03

Tiered reply brain

Answer Bank (zero AI cost) → multi-LLM fallback → Telegram / Approval Queue. Style guide keeps your building’s voice.

04

Autopilot + Approval Queue

Live drafts, edit, regenerate from full thread context, claim-before-send. Attention badge when humans must act.

05

Ops dashboard

Overview metrics · Leads · Pipeline · Tours · Knowledge banks · Performance · Intelligence · Finances · Settings · Sandbox · Logs.

06

NYC-law & fair housing

Encoded guidance for stabilization, HSTPA deposits, broker fees, Fair Chance. Risky paths escalate — you stay landlord of record.

07

Knowledge layer

Q&A databank, answer bank, templates, reply memory (learns from approved AI), style guide from how you already write.

08

Insights that sell marketing

Source intelligence, leads per unit, performance, competitive set — stop guessing where paid media goes.

09

Token & cost visibility

LLM tokens tracked per lead, day, and month — so automation COGS is real, not mythical.

10

Learns your voice

Google Takeout analysis builds Answer Bank exemplars + style fingerprint (greeting, sign-off, tone) you tune in the dashboard.

11

Thread-safe & live

Never double-replies if you already answered. Deduped threads. Live SSE updates on the ops dashboard as the desk works.

12

Sandbox & health

Simulate conversations without sending. Health probe + last-checked monitoring so you know the watcher is alive.

Live today · Email desk

Auto-scheduling on the inbox path

Prospects who write in get qualified, matched, and offered tour times automatically — slots pulled from your real availability. Confirmations and edge cases can sit in the Approval Queue so nothing books blind.

  • Tour slot offers from Calendar / Sheets availability
  • Proposed → confirmed flow with operator visibility
  • Scheduled outbound sends + “Send now”
  • ArrivalDetect-style handoff when they show up
On the roadmap · SMS + Voice

Text and call — same desk brain

Email is shipping now. Next channels extend the same qualification and scheduling engine so renters can book without waiting on a human phone tree.

  • SMS — two-way text for after-hours qualify + tour links (TCPA-aware)
  • Voice / call agent — AI phone path to answer FAQs and help set appointments
  • Hand-off to human when judgment is required
  • One ops dashboard across email → SMS → voice

Email autopilot LIVE

StreetEasy, form, brokers — 24/7 in your building’s voice with Approval Queue and Telegram.

📅

Auto-scheduling LIVE

Offer and track tour appointments from live availability. Operators see Tours in the dashboard.

💬

SMS channel COMING

Text-thread leasing for prospects who won’t open email. Same rules, same handoff to humans.

Voice appointments COMING

Call feature to answer common questions and book tours by phone — built to set appointments, not replace your team.

Trust architecture

Humans on the exceptions

Kill switches (pause / stop), per-lead silence, suppression list, ManualDetect when someone replies from Gmail, Telegram alerts so the desk never fails silently.

  • First-contact approval mode
  • Tour confirm never auto-books without review
  • Unified Sync: inbox + listings sheet
  • Scheduled sends + “Send now”
04 — Product demo

See the desk in motion.

Placeholder for your walkthrough video — dashboard, autopilot, and a live lead path. Drop the file in when ready; the player lights up automatically.

Video coming soon

Product demo placeholder

Add media/product-demo.mp4 (or .webm) to this site repo. Until then, book a teardown.

05 — Advisory

Earn the room with advisory — then deploy the platform from inside trust.

Consulting can't scale and isn't an asset. Cold-selling software to operators is brutal. Together they solve each other's biggest weakness.

Start with a free teardown
Engine 1 · Cash + Acquisition

Advisory

The operator playbook, productized.

  • Teardown → audit → sprint → retainer funnel
  • Generates cash now, before any software sale
  • Earns trust cold outreach never could
  • Every engagement is a warm lead for the platform
Engine 2 · Recurring + Moat

Platform

The AI leasing product — per-door SaaS.

  • Turns one-time engagements into recurring revenue
  • Stickier than consulting — embedded in daily ops
  • The intelligence layer compounds per client
  • Advisory is its lowest-cost acquisition channel
Our process

Four steps from first call to solved desk

Click each step for details. Step 1 opens scheduling on Cal.com.

06 — Proof

Not a demo. Live in production.

Leasing Loft runs the real lead flow at a 480-unit Manhattan building, built by the person who owns that flow — not a concept deck chasing a round.

See it answer your leads
480
Units live in production
2,419
Leads processed
24/7
Nights & weekends covered
12+ yrs
Of leasing data mined
— Pricing

Priced to win the comparison — on both engines.

Cheaper than the enterprise leader on every axis, and cash-positive from the first advisory audit.

Advisory · services ladder
$1.5K → $4K / mo
Teardown (free) → Audit ($1.5–3.5K) → Sprint ($3–8K) → Retainer
  • Cash-positive from the first audit
  • The retainer bundles the platform subscription
  • Operator playbook: response speed, referral revenue, NOI
  • Built by a working NYC leasing manager
— Security & trust

Built for inbox data — not a weekend chatbot.

Leasing inboxes hold prospect PII and operator judgment. Leasing Loft is designed so access is narrow, the database isn’t public, humans stay in control, and we don’t pretend to have SOC 2 stickers we haven’t earned yet.

🔐

Allowlisted access

Dashboard login is limited to authorized emails (Google OAuth). Every API route requires a server session. The local dev bypass is off in production.

🍪

Hardened sessions

Cookies are httpOnly, sameSite=lax, and secure in production — over HTTPS with proper proxy trust on the host.

🗄

Database lockdown

Postgres (Supabase) runs with row-level security forced and no open policies. Only the server service role can read or write. The browser never gets a database key.

🔑

Secrets stay secret

API keys and OAuth tokens live in host environment variables only. Mail exports and env files are git-ignored. Engine repo runs secret-scan / SAST gates in CI.

🛡

Human-in-the-loop

Approval Queue, pause/stop kill switches, per-lead silence, Telegram escalation, claim-before-send. Automation is assistive — you remain landlord of record.

Fair-housing posture

Protected-class and legal edge cases escalate rather than freestyle. Encoded NYC/NYS guidance reduces “random model” risk on deposit caps, RS, and Fair Chance timing.

📦

Isolation model

Early clients can run dedicated deploy + database projects. Shared multi-tenant org isolation is on the roadmap — we won’t blur that line in a pitch.

🧠

AI data stance

Default: no training of third-party foundation models on your mail — inference calls only. Subprocessor list and DPA draft available on request.

Off switch

Pause outbound, full stop, revoke Google OAuth, or cut credentials immediately. Your inbox remains yours.

What ships today

Controls you can verify

  • HTTPS / encrypted transit
  • Vendor encryption at rest (Supabase / Railway)
  • Allowlist auth + session cookies
  • RLS + service-role-only data path
  • Secrets out of git + CI secret gate
  • Audit trail via reply log & system logs
What we won’t fake

Compliance roadmap (honest)

  • SOC 2 — kickoff with revenue scale
  • Independent pen-test — planned
  • Formal DPA — available with counsel on request
  • Public status page — evolving

Security questionnaire: Shin@leasingloft.com · Download one-pager →

— Works with what you run

Sits on top of your systems — nothing to rip out.

Leasing Loft reads your leads by email, so it works with any PMS or ILS from day one. Deeper two-way sync is optional, never a prerequisite.

Gmail Google Calendar Google Sheets StreetEasy Telegram Yardi RentCafe Entrata AppFolio RealPage Zillow Apartments.com
— About us

Built by the people who run the leasing desk.

Leasing Loft isn’t a vendor deck chasing a round — it’s operator-built software forged on a live Manhattan inbox. Photos and longer bios go in the placeholders below when you’re ready.

SO
Founder · CEO

Shin Ochi

Leasing Manager @ The Anthem (480 units, Murray Hill) · 12 years in NYC multifamily. Domain, product, and GTM — founder is the customer.

Photo placeholder · add team/shin-ochi.jpg
BP
Co-Founder

Benjamin Pitts

Leasing Agent · operator voice on the product. Front-line delivery, prospect experience, and how the desk actually runs day to day.

Photo placeholder · add team/benjamin-pitts.jpg
OR
Finance

Oskar Radzik

Finance · EY background. Unit economics, raise discipline, and keeping the two-engine model (advisory cash + platform ARR) honest.

Photo placeholder · add team/oskar-radzik.jpg
Why we built this

The inbox was the product

We lived the after-hours black hole, the email grind, and the fear of a wrong auto-reply. Leasing Loft is the desk we wished we had — NYC-law aware, human on the exceptions, and heading toward avatar + 3D experiences renters actually want.

Talk to us

Operators first

Whether you want a free teardown, a security walkthrough, or a live product demo — start here.

— Sign up now

Get on the list. Start the desk.

Tell us about your portfolio — we’ll follow up on platform access, a free teardown, or both. No spam. Operators only.

Or book a teardown Sends straight to Shin@leasingloft.com · we’ll reply from that address
Thanks — we’ve got your details. We’ll reply from Shin@leasingloft.com shortly.
— Contact us

Talk to the team.

Reach us directly, grab a live calendar slot, or tell us about your portfolio in the sign-up above. Product, security, pilots, partnerships — it all lands with the team.

— Book a time

Grab a slot. Live calendar.

Pick a time that works — a 15- or 30-minute call. It books straight onto Shin’s calendar; you’ll get an instant confirmation and invite.

Prefer a new tab? cal.com/leasingloft ↗