Trade-specific plan takeoffs
Extract scoped quantities from PDF plan sets for framing, roofing, HVAC, and other trades—with reviewable outputs rather than a black box.
AI automation
Automate the work—not the judgment.
We build business-specific systems around the process you already understand, then make the repetitive parts faster, measurable, and reviewable.
Field-proven starting points
Productized workflows, adapted to your operation.
You do not need to train a blank chatbot for 100 hours. We start with a proven workflow and spend owner time only on the decisions unique to your business.
Automated highlight reels
Turn long-form sports broadcasts into verified highlight packages using score detection, event review, and repeatable production rules.
Web-to-Sheets data pipelines
Collect public operational data, normalize it, and keep working Google Sheets current without repetitive copy-and-paste labor.
Project lookbooks
Transform project material into clean, consistent visual presentations for clients, sales teams, and internal review.
Dedicated operations assistants
A private AI operator trained around your procedures, tools, approvals, and data boundaries—deployed with clear ownership.
IFC and 3D workflow exploration
Targeted pilots for converting building information into usable Blender workflows when the source data and business case support it.
How engagements work
A useful pilot before a sprawling transformation.
- Identify one costly, repetitive workflow.
- Define the output, approval points, and privacy boundary.
- Build against real examples from your operation.
- Run a controlled pilot and measure the result.
- Document the workflow before expanding it.