The world is moving fast.
Some firms are already changing how they operate. Others cannot turn awareness into a strategy.
Building the Commercial Real Estate and AEC firms of the future.
We build the AI systems that power and transform the CRE and AEC firms of tomorrow.
The opportunity
AI is changing how CRE and AEC firms work.
For your firm.
The same capabilities give your firm an unprecedented opportunity to pull ahead: make better decisions, move faster, and accomplish more.The advantage belongs to those who can build the right software and right teams.
The problem
You need direction and the right people.
The world has started transforming. Has your firm?
Nobody knows what to do.
Flooded with AI pitches and demos, many firms buy the look of AI without the substance.
Software built for someone else.
Off-the-shelf tools make your firm fit the product instead of fitting the way your business actually works.
Pilots that never ship.
Prototypes built without technical talent stall before production and add real security, reliability, and integration liability.
Our approach
A gradual, low-risk path toward an agent-ready foundation.
We replace your stack piece by piece, while the firm keeps running.
Our target architecture
Unified data and systems.
Every project moves the firm toward an extensible semantic model, agent-ready by design.
Our services
Infrastructure, software, workflows, and teams built around how your firm operates.
We transform CRE and AEC firms into AI-native leaders.
What we build
Commercial Real EstateBrokerage · Investment · Lending · Property Mgmt
AECArchitecture · Engineering · Construction
01
Technical AI foundation
Clean and connect your data, model the business in one shared layer, and run it on secure, governed, permissioned infrastructure.
02
Personalized software
Replace generic SaaS that was not built for your business. Build new tools that were not possible before.
03
Workflows
Underwriting, OMs and BOVs, deal marketing, market reports, deal pipeline, investor reporting, and lease administration.
RFPs and proposals, project kickoff, RFIs and submittals, staffing, and billing.
04
AI agents
Source and qualify deals, draft marketing, abstract leases, and flag portfolio risks.
Source and qualify opportunities, draft proposals, check specs and code, and track RFIs.
05
Decision-maker layer
Make sure the right person is in the right role to make the best decision possible.
How we work
We give you a clear vision of AI-native and a gradual path to get there.
Painting the end picture is easy. Getting from zero to one is the hard part.
01First two weeks
AI and workflow audit
Find the problems that matter most and decide what to build.
02Next
A shared engineering team
Focused on CRE and AEC, including middle-market firms. Operators who know how the business works.
03Ongoing
Expand across the firm
Each win earns the next. The platform grows with you.
Who we are
Founders with deep industry experience.
Miguel Armengol
Co-founder · General Partner
Miguel is a technology builder with more than two decades of experience across financial services, consulting, and big tech.
- Google, Deutsche Bank, Credit Suisse, Santander, and Accenture: built and led complex technology systems.
- AI: pursued doctoral studies in Artificial Intelligence before moving into industry.
- Builder’s mindset: combines deep technical expertise and financial-industry experience to help build the companies of the future.
Kiril Kirilov
Co-founder · General Partner
Kiril has led technology, marketing, and operations for leading CRE and AEC firms for over 18 years. He began his career at management consulting firm Katzenbach Partners (acquired by Booz & Company) and spent time as a CEE contractor for private intelligence firm Veracity Worldwide.
- New York Multifamily at Marcus & Millichap: led marketing, technology, and operations supporting more than $4B in investment sales.
- Alan Margolin: built and led the engineering firm’s data-driven marketing and business development systems.
The CRE and AEC firms of tomorrow are being built now.
Get Started
Start with an introductory meeting and AI audit. We’ll tell you what to build and why.