We build AI that amplifies your team — not replaces it.
AI Research & Development
In AEC, every decision carries a professional signature. That's why we design solutions where AI handles the repetitive work and humans keep the judgment: the architect stays the architect, the BIM Manager stays the BIM Manager. The difference is they now have an invisible team working alongside them.
This only works when whoever builds the AI actually understands how an architecture firm operates. We combine applied AI engineering with over a decade of executing BIM for firms across multiple international markets. We don't design demos. We design tools your team uses the following Monday.
We take your ideas from concept to production: Revit automations, agents that organize data from your models, predictive models for coordination, integrations with ACC and BIM 360. Built for the real context of your firm — with your people always in the lead.
What we do
AI strategy and integration into existing BIM workflows
Scaling prototypes into production-ready systems
Automations, agents, and plugins for your BIM ecosystem
ML, LLMs, RAG, and search systems applied to AEC data
Foundations, columns, beams, slabs. Modeled to your standards, to the LOD your project needs. Compatible with Revit Structure, Tekla, and the way your engineers actually work.
What we ship
Foundations and structural framing to LOD 350
Rebar modeling and detailing (LOD 400 when needed)
Quantity takeoffs and schedules
Coordination with arch and MEP
What we won't do
Structural calculations (your engineers design — we model what they design)
Stamped drawings without a licensed engineer in the loop
Mechanical, electrical, plumbing — modeled and coordinated in your federated model. We work in your ACC or BIM 360, your folder structure, your naming conventions. No "our way."
We model what you designed. Not a generic interpretation. Walls, openings, finishes, parametric families — done to the standard your firm actually uses, not the standard a textbook says.
What we ship
Walls, partitions, finishes, openings
Family creation and parametric content
Sheet sets and detail documentation
Visualization-ready model prep
What we won't do
Design (you design, we execute)
Rendering and visualization (we hand off model-ready)
Photoreal renders straight from your BIM model, accelerated with AI. Concept-stage moodboards, client presentations, marketing visuals — produced in hours, not weeks, with the look your firm actually approves.
What we ship
AI-assisted photoreal stills from Revit / Rhino models
We find conflicts in the model so you don't find them on the jobsite. Federated audits against your BIM Execution Plan. Honest reports — including the ones that say we missed something.
What we ship
Federated model setup and management
Clash detection cycles and prioritization
QA/QC against your BIM Execution Plan
Issue tracking and resolution workflows
What we won't do
Manage clash resolution (we report — your PM directs)
We support every phase of documentation — from Schematic Design and Design Development through Construction Documents and Permit Sets. Production-ready sheets, schedules, and details, compliant with your firm's CAD/BIM standards.
What we ship
Plans, sections, elevations, details
Schedules, legends, key plans
Standard-compliant title blocks
Permit, bid, and CD sets
What we won't do
Specifications writing (text specs are not BIM scope)
Most firms start one way and shift as they get comfortable. We don't lock you into anything you don't need.
Most chosen
A team that's yours
Two to eight BIM professionals working only on your projects. Reports to your PM. Uses your tools. Same people, month over month. They have weekends, vacation days, and reasonable hours — which is why they're still here years later.
Best when: Your pipeline doesn't stop, and your team can't keep growing fast enough.
You give us a scope, a deadline, and a budget. We ship it. Fixed price, fixed timeline, fixed promise. No midnight pushes to hit your date — we plan timelines that account for actual humans doing the work.
Best when: You have one project that needs to land on time, on budget, on quality.
Burst capacity when your team is underwater. Activates in 5 business days. Scales down when the crunch ends. Month-to-month. We don't oversell capacity we can't sustainably staff.
Best when: Your workload has predictable peaks, and hiring full-time doesn't make sense.
Today, honesty lives in your ACC and weekly reports. By late 2026, it lives in one place — a Roots dashboard that shows hours, model health, and what's shipping, in real time. We're building it now.
Beyond core BIM execution, two specialty practices firms come to us for.
Training
BIM Training & Upskilling
Cohort-based training for in-house teams. Revit, Navisworks, ACC, ISO 19650, and AI-assisted workflows — taught by the same people who execute production work for our clients. Custom curricula built around your firm's standards.
End-to-end Accessory Dwelling Units — from feasibility and concept through permit-ready CDs. We model, document, and coordinate; we partner with your licensed architect or engineer for stamps. AI-rendered concepts in days, not weeks.
