MCP-native automation for structural steel
14 live tools — pipe schedules, takeoff roll-ups, RFI and NCR documents — callable from Claude, ChatGPT, and your own agents. Built in production use.
We build in public — github.com/StructuPath13
public repositories
today
last shipped
Open
source, read the code
The builds
Every product below is real, running code you can open and read. This is the standard of work we bring to custom projects.
Financial command center for steel contractors
Job costing, 13-week cash forecasting, AR/AP and multi-factor risk scoring in one dashboard — with an AI assistant that answers questions against your live financial data.
Apprentice to signatory contractor — all 50 states
A guided wizard through LLC formation, contractor licensing, surety bonding, insurance, certifications and union signatory agreements, with an AI mentor scoped to the user's state and current step.
Orchestration for fleets of coding agents
Conductor, Swarm, Guard and Browser — run parallel agents on one repository with worktree isolation, cross-agent command policy, review-first harvest and a drivable browser pane.
AISC takeoffs as agent skills
Structural steel estimating packaged as skills for a coding agent — takeoffs, bills of material, tonnage rollups and vendor RFQs generated straight from drawings.
RFQ data out of your inbox
Chrome extension that pulls bid details, attachments and due dates out of RFQ emails, scores each one 0–100 for priority, and files the attachments — without sending your data anywhere.
Supported platforms
In production
Our largest build runs the daily operations of Flawless Steel Welding, a commercial structural steel contractor in Denver — model coordination, shop production, quality evidence, field execution, procurement and project controls in one workspace. Not a pilot and not a prototype: it is the system the business is actually run on.
Read the full case study10
integrated modules
231
data models
v1.166
shipped releases
Daily
in production use
Screens are captured from a demonstration instance populated with synthetic data. No client, project, employee or financial information from the operating business appears in them.
Consulting
Three ways we work with fabricators, erectors and contractors — from a single custom tool to the whole AI environment your team runs on.
The software above is the credential. We build the same calibre of tool against your workflow — shop floor scheduling, RFI tracking, takeoffs, job costing, whatever is eating your week.
Most teams get poor results from AI because the environment around the model is wrong, not the model. We set up the context, tooling and guardrails that make Claude, ChatGPT, Gemini and Grok actually perform on your work.
Drawings, bids and financials that cannot leave the building. We stand up local LLM stacks on your own hardware so the work stays inside your network, with no data going to a third party.
A free 30-minute walk of your shop or job site. We hear what is eating your week and tell you straight whether the assessment is worth booking.
One day inside your operation. We map your shop floor and job site workflows, the pain points, and who actually touches each step.
We build the tool — or the environment — integrated with the systems you already use.
We train your shop and field crews so it gets used after we leave, then support it as you scale.
Steel AI Assessment
$1,500
One day inside your operation. You get the AI Opportunity Map — which of your workflows are automatable, and what to build first.
Free 30-minute shop or job site walk first • No obligation
Custom automation builds start at
$8,500
Scoped from your AI Opportunity Map
Why us
We do not collect testimonials. The one case study we publish is the steel contractor whose operations run on our software — named, countable, and checkable against public repositories.
We are not a general agency that took a construction client once. Takeoffs, RFIs, submittals, WIP schedules, signatory agreements — the domain is the point, and it is baked into everything above.
Every product on this page is a repository you can open and read right now. You are not buying a pitch deck and hoping — you are looking at the actual work before you sign anything.
Bids, drawings and financials are sensitive. When it matters, we deploy locally on your own hardware, so nothing leaves your network and no vendor sees your numbers.
Have questions? We'd love to hear from you.