BIMnesia Skema, Inc

June 2025

What Your Models Forgot and Why It

Matters

Rethinking the System of Record in AEC

By Marty Rozmanith, CTO and Co-Founder, Skema

The Limits of the Current BIM System of Record

For decades, AEC firms have relied on BIM tools

like Revit to serve as their system of record—the

authoritative home for the design data that

produces the record drawings in the permit set. But

anyone who has tried to

open a ten-year-old Revit file knows the well-worn hassles and

limitations of that process. At Skema, we believe it's time to shift

to something more robust for leveraging your previous work.

WHAT IS A SYSTEM OF

RECORD IN AEC?

A system of record is the

authoritative source of truth

for a firm’s design data.

Historically, models and

paper drawings, tools like

Revit have served this role

over the last 20 years,

storing design elements in

an ‘object’ model format tied

to permit sets. But over time,

this model grows brittle and

hard to reuse across

projects.

We’ve been quietly working on something different: a new

system of record based not on documents or exports, but on

design knowledge—curated, reusable, and deeply integrated

with your firm’s existing BIM practices. This system lives in what

we call the Skema Design Catalog. It turns your prior projects

into building blocks—semantically rich assemblies that can be

reused, adapted, and reassembled with modern computational

tools. It’s a fundamentally different approach than simply storing

BIM data. It's about curating design intelligence.

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June 2025

Why Design Catalogs Matter to Your Practice

Skema’s Design Catalogs transform your firm’s trusted assemblies into curated, searchable

building blocks—ready to adapt, remix, and deploy across new projects.

We’ve all heard the complaints: “Our Revit files are a mess.” It's true—BIM data often

resembles a cluttered garage, where even valuable assets are buried in inaccessible

forms. But that doesn’t mean this data is useless. At Skema, we’re developing targeted

machine learning techniques to help firms extract value from their design history. Our

tools identify whole reusable layouts and assemblies

from your past work, forming a searchable, reusable

library of designs ready to deploy.

What’s crucial here is that this isn’t generative AI

hallucinating pictures based on internet training. The

Skema Design Catalog uses your own project data—

authored by your team, proven in practice—and

applies AI only as an assistant to help structure and

curate that knowledge. Your IP stays your IP. We’ve

been vocal about this distinction because, unlike

many software vendors racing to scrape and remix

user-generated content to train opaque models,

Skema is designed to protect your intellectual

property. We don’t ingest your models into some

centralized AI hive mind. We help you build a trusted,

firm-specific knowledge asset.

HOW DESIGN CATALOGS

WORK

• Pulls assemblies from your

past work

• Tags them semantically:

unit types, layout

conditions, etc.

• Makes them reusable

across future projects

• Machine learning assists

with structuring—not

design generation

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June 2025

From Conceptual Design to Production-Grade BIM, Without the Rewrite

With Skema’s integration with Rhino, architects can evolve Rhino designs into constructible BIM

models—without scripting, manual remodeling, or loss of intent.

The idea of toolchains is central to our philosophy. We’ve moved away from the idea of

Skema as a standalone conceptual tool. Today, it’s more like a Swiss Army knife—a

focused, interoperable set of capabilities that work with tools you already use. Our

integrations with SketchUp and Rhino let you stay in familiar environments while

accessing the power of curated BIM data. And there is no need for a team of BIM-

jockeys to then re-enter the data in Revit all along the way, since we have integrated the

approach.

This integration-first approach means you don’t have to relearn your entire workflow.

Skema sits in the middle of the pipeline, enabling higher-quality design outputs without

forcing you to abandon the tools that work for you. The result is a toolchain that’s greater

than the sum of its parts. Think Rhino for expressive geometry, Skema for data-aware

layout and BIM curation, and Revit for final design, documentation and drawing sets.

Each tool does what it does best, and Skema links them together.

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June 2025

Curating Firm Knowledge to Create Best-Fit ‘Tool Chains’

A connected workflow, not a replacement. Skema sits in the middle of your toolchain, linking design tools

like SketchUp, Rhino, and Revit—so each can do what it does best, without data silos or duplication.

Connecting tools is just the start. What really makes a toolchain

powerful is curation—the ability to structure, filter, and reuse your

best design work.

That’s where Skema stands apart. It doesn’t just move data

between Rhino, Revit, and SketchUp—it understands your layouts,

assemblies, and logic. It turns scattered BIM assets into a

purposeful, firm-specific knowledge base that you can actually use.

SKEMA DESIGN CATALOGS

DRIVE A CURATED TOOL

CHAIN

• Smarter reuse of past

designs

• No more remodeling

from scratch

• Trusted design logic,

not random

generative output

Advanced Workflows and Solvers—The Next Frontier

Behind the scenes, we’ve been building an advanced ‘solver architecture’ where you can inject your own

logic into our layout engines. These graph-based engines can automate layout and morph spaces based

on real architectural design data—not just simplified shapes or boxes. And we have been working with

leading AEC firms that are pushing the envelope in modular design and Design for Manufacturing.

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June 2025

Design logic you control. Skema’s graph-based solvers automate layout with real architectural intelligence

—letting you inject firm-specific logic into smart, adaptable design workflow

Together these three legs of the stool—design catalogs, toolchains, and solvers—unlock a new

design workflow—fast, flexible, and grounded in practice.

Not a Platform—A Multiplier

We deliberately avoid calling Skema a platform. Why? Because it is

not our goal to charge firms for access to their own data or impose a

new model standard. Skema isn't trying to replace BIM tools—it's

connecting them with purpose. Skema's role is not to become the

next Revit or Rhino—but to make those tools work better together,

to make your data more usable, and to do it in a way that’s fast to

learn and simple to apply.

Skema is a ‘fast-forward’ button for your project team. Skema is NOT

a collaboration platform even though we are used for collaboration

all the time. Rather, SKEMA is designed to work with whatever

collaboration environment you use today (or tomorrow).

A USER-DRIVEN

APPROACH

This approach is shaped

by feedback from real

users. As one customer

put it: “You’re letting me

reuse what I already know

and already trust.” That’s

the point. We’re not

trying to replace human

expertise. We’re helping

you operationalize it.

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June 2025

Data Ownership, Copyrights and Trust

With Skema, your data, models, and designs stay yours and stay private

There’s a growing concern in the industry about how software vendors are using customer data

to train AI systems. At Skema, we’ve taken a hard stance: your models remain private. Our

machine learning features operate within your own environment, curating—not consuming—

your design history.

This matters.

Your design work isn’t just geometry. It’s judgment, collaboration, negotiation. It’s intellectual

property. And increasingly, it’s your competitive edge. Skema is here to help you protect it—

and put it to work.

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