01 · Agent
Lead Qualification Agent
Triages every inbound lead, scores intent, handles follow-up, and books meetings on the agent’s calendar for high-potential prospects.
For Investors · Pre-Seed Round Open
Two industries are colliding. We’re building at the intersection.
FutureStack AI is the agentic platform for a $100B+ industry that’s never had one — and it’s launching into a category that didn’t exist 24 months ago.
// 01 · The opportunity
Two industries are finally crossing.
A · Real Estate
$100B+
US industry · ~1.5M active agents
- Mostly independent agents and small teams
- Commissions tied directly to closing speed
- Data lives in brokerage systems — agents lose it on every move
- Almost zero AI tooling in daily use today
B · Agentic AI
Year 2
Of production-grade agentic AI
- LLMs reliable enough to deploy end-to-end
- Workflow orchestration matured into production
- Real estate APIs (calendar, docs, MLS) now accessible
- The category for “AI for [Profession]” is being defined right now
A large, fragmented market that has never had a real software platform meets the first generation of AI that can actually do the work.
The platform to build this didn’t exist 24 months ago.
Agentic AI only recently became reliable enough to ship in production. The combination of capable language models, workflow orchestration, and accessible APIs for calendar, document, and communication systems makes it possible — for the first time — to build a genuinely autonomous platform that runs an agent’s day from inbound lead to closed deal.
The window to establish a defensible position in this category is open now. In 36 months it will be obvious. In 12 months it will be crowded. Today, it’s clear and contestable.
The window is open · 2026An agentic platform built end-to-end for real estate.
A suite of AI agents — each automating a specific, high-friction workflow — layered on top of a portable, agent-owned CRM. Agents don’t configure rules or manage automations. They show up, and the work gets done.
02 · Agent
Buy Offer Agent
Generates a complete, compliant offer package in minutes. Hours of document preparation reduced to a single automated workflow.
03 · Agent
Appraisal Agent
Runs automated comparable sales analysis to produce a data-backed pricing recommendation and a client-ready report.
04 · Foundation
Agent-Owned CRM
All data in one place, owned by the agent — not the brokerage. Feeds every AI agent with context. Grows more valuable with every interaction.
Compounding moatBuilding the first agent in a live pilot with a practicing real estate agent — grounding the product in real workflows, with a real user, before scaling.
Built by people who understand both the problem and the technology.
A multidisciplinary founding team — software, real estate, content, and brand — shipping the platform together.
AI
Builds AI agents and next-generation CRM tools for real estate. Background in software engineering, AI systems, and enterprise CMS architecture. Focused on practical AI products that streamline communication, lead qualification, and real estate workflows.
MS
Licensed REALTOR® in Florida and Kansas with nearly a decade of hands-on experience across the full real estate lifecycle. Shapes products built around the real workflows, challenges, and opportunities agents face every day.
LW
Leads content strategy, SEO, and brand communications. 10+ years across global markets building scalable content systems, multilingual growth strategies, and high-impact narratives that bridge creativity, technology, and business goals.
If this is the kind of intersection you invest at, we’d like to talk.
We’re building in the open, moving fast, and talking to investors who understand what it means to build at the meeting point of AI and a large, underserved professional market. Fifteen minutes is enough to know if there’s a fit.
Stage
Pre-Seed · Open
Market
$100B+ US real estate
Category
Agentic AI for real estate agents
Status
Building first agent in live pilot