Aug 26, 2026
π The Green Impact Report
Quick take: Marty Rozmanith spent seven years
writing the requirements for Revit β the tool that runs $1.2B a
year in the AEC industry β and now he's building what comes after
it. His pitch: pair AI with discrete engineering solvers so every
design choice is explainable, not just fast, and use that to strip
the padding owners quietly add to every project "just in case."
π€ Meet Your Fellow Sustainability Champion
Charlie Cichetti
Co-Founder & CEO of Skema.ai,
serial entrepreneur, LEED Fellow, and longtime sustainability
advocate.
Charlie has spent his career helping building owners operate
smarter, greener, and more efficiently.
Today, heβs focused on building a tech startup using AI to
dramatically reduce waste, inefficiency, and rework across the
building lifecycle.
Marty Rozmanith
Co-Founder & CTO of Skema.ai. He
started his career as a carpenter on a framing crew before earning
an engineering degree and working in architecture and structural
engineering.
He later joined Autodesk and was recruited onto the original
Revit team, where he ran the Revit product requirements group for
its first seven years - shaping features still core to the product
today.
After Revit, he worked at Dassault Systèmes, the French
engineering-software giant behind the design tools used across
multiple industries, before co-founding Skema.ai in 2022 with Charlie Cichetti (and
others) to bring that same rigor to buildings.
π± Breaking Ground on Better Building
In this episode, Marty Rozmanith revolutionizes traditional
construction approaches:
βοΈ Key Insight #1: Pairing AI with discrete
solvers so every design decision has a documented
reason.
- The Challenge: AI alone is a black box β ask
it the same design question ten times and it can produce ten
different answers, which is a non-starter when a licensed engineer
has to sign off and explain a decision.
- The Solution: Skema.ai combines traditional discrete-math
solvers (which handle the hard engineering constraints β cooling,
power, layout) with AI that learns to navigate hundreds of
interdependent variables and explain why it made each
trade-off.
- ROI: Owners get repeatable, defensible design
output β like a data center configuration that names the exact
constraint behind every chiller count β without sacrificing the
speed AI promises.
π§ Key Insight #2: "Morphing" β reusing what
architects already built instead of starting from a blank
page.
- The Challenge: Most cloud design tools ask
architects to rebuild their entire library of assemblies and
details from scratch, and early feasibility software forced
designers to work only from a rigid pre-built "parts bucket," which
architects hated and refused to adopt.
- The Solution: Skema.ai lets firms take an assembly from a
past project and adapt it to a new site and shape, instead of
redrawing it β giving designers flexibility while still capturing
reusable data.
- ROI: Faster time from concept to a
permit-ready model, plus firms build a growing library of their own
best practices instead of losing that knowledge project to
project.
βοΈ Key Insight #3: Selling directly to owners to
eliminate the hidden "CYA tax."
- The Challenge: Every stakeholder in a project
β architect, engineer, contractor β tends to pad their estimate
"just in case," a habit Rozmanith and Cichetti call the CYA tax,
which typically adds 10β25% to project cost.
- The Solution: Skema.ai gives owners an in-house tool that
non-technical team members can use to produce a highly technical,
75%+ complete design before the architect of record is even brought
in β and gives every party access to the same live data at once,
removing the excuse to pad.
- ROI: For portfolio owners like quick-service
restaurants and data center operators, even modest per-project
savings compound fast β the team points to one retail customer
where five extra store openings in a year could move $60M+ in
revenue forward.
π§ Sustainable Soundbite Options
"I realized that I can either keep designing buildings, or I
can create the tools that everybody else uses to design
buildings."
β Marty Rozmanith
π«Ά Your Green Building Action Plan
Transform your next project with these steps:
- This Week: Pull your last three project
budgets and estimate the "CYA tax" β the contingency padding added
by each party just in case. You can't cut what you haven't
measured.
- This Quarter: Pilot an AI-assisted workflow on
one repeatable project type (a prototype store, a standard floor
plate) where the tool has to explain why it made each
trade-off β not just produce an answer.
- This Year: Build an integration strategy, not
a replacement strategy. Look for tools that plug into what your
team already uses (Revit, SketchUp, Rhino) so adoption doesn't
carry a switching-cost tax of its own.
π§² Connect & Learn More
πΏ Access full episode resources: https://www.gbes.com/podcast
π Read the transcript:
here
π Connect with Marty Rozmanith:
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π§ Today's Episode Sponsored By:
Building Plaques
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Their online plaque designer lets you build a fully customized
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