We build AI products for firms
that build the built environment.
Deep AEC domain knowledge. Production AI engineering. We're the partner that understands your workflows because we've lived them — and ships real software, not slide decks.
90 min call · 5 deliverables in 5 days · completely free
Most AI vendors don't understand AEC. They sell generic platforms and expect you to figure out the domain. Internal teams know the workflows but lack the AI depth. You end up with expensive pilots that never ship.
Talk to a team that's been in your shoesProduct Discovery & Strategy
We map your workflows, identify the highest-ROI AI opportunities, and define exactly what to build. You get a concrete product concept — not a vague roadmap.
Custom AI Product Development
End-to-end build from prototype to production. LLM pipelines, domain-specific models, data engineering, frontend, infrastructure — the full stack.
Deployment & Integration
Ship to your infrastructure. Integrate with your existing tools. Train your team to operate it. We build it, hand it over, and support the transition.
Free Scoping Call
90-minute deep dive into your workflows, pain points, data landscape, and team structure. No sales pitch — just engineering questions.
AI Transcript Analysis
We run the call recording through our AI analysis pipeline to extract workflow patterns, friction points, and automation candidates.
Deliverables in 5 Days
You receive a complete analysis package: friction map, opportunity matrix, product brief, build-vs-buy assessment, and 90-day roadmap.
Build or Walk Away
No commitment required. The deliverables are yours to keep. If the fit is right, we scope a build engagement. If not, you still walk away with actionable analysis.
After a 90-minute product discovery call, we run the recording through our AI pipeline and deliver these artifacts within 5 business days — free, no commitment.
Workflow Friction Map
Visual diagram of your current process bottlenecks and manual steps — extracted directly from the call transcript. See where time and effort are leaking.
AI Opportunity Matrix
Ranked list of automation and AI candidates across your workflows. Each scored on feasibility, impact, and data readiness so you know where to start.
Product Concept Brief
Two-page brief for the top-priority product concept. Includes user stories, data requirements, architecture sketch, and integration points.
Build vs. Buy Assessment
Analysis of existing tools and vendors against custom build for each identified opportunity. Honest evaluation — we’ll tell you if off-the-shelf works.
90-Day Execution Roadmap
Phase 1 scope, milestones, team requirements, and rough budget range. Enough detail to make a go/no-go decision with your leadership.
All 5 deliverables. Completely free.
Yours to keep whether we work together or not.
AEC-Native
Founded by fire protection engineers. We’ve done the plan reviews, run the field inspections, filed the permits. We don’t need a glossary to understand your problems.
Production AI
We don’t make slide decks about AI. We ship deployed products used by engineers every day. Four AEC products in production or active beta right now.
No Lock-In
Your code, your infrastructure, your IP. We build it, document it, hand it over, and support the transition. You own everything we create.
Engineering consultancies, general contractors, specialty subcontractors, and facility owners in architecture, engineering, and construction. Our deepest expertise is fire protection and life safety, but our AI capabilities apply across AEC disciplines.
We walk through your current workflows end-to-end: how projects come in, how work gets assigned, where data lives, what tools you use, where time gets wasted, and what a successful outcome looks like. It’s an engineering conversation, not a sales call.
Discovery and scoping is free. Build engagements typically range from $50K–$250K depending on scope, with most Phase 1 builds landing in the $75K–$120K range. We scope precisely so you know the cost before committing.
Yes. We can augment your team with AI/ML expertise, collaborate on architecture, or build a standalone product that integrates with your existing systems. We adapt to your engineering culture, not the other way around.
LLMs (Claude, GPT-4, open-source models), retrieval-augmented generation, document AI, computer vision, structured extraction, and custom fine-tuning. We pick the right tool for the problem — not the trendiest one.
Yes. We offer support and maintenance agreements, model monitoring, and iterative improvement cycles. But the goal is always to hand off a product your team can operate independently.
Let's scope your
first AI product.
90 minutes. No pitch. We walk through your workflows, identify friction, and map AI opportunities. You get concrete deliverables within a week — whether we work together or not.