Client work
Real engagements. Real outcomes.
A few of the businesses we have audited, built for, and trained, and the results the work is producing.
Hardware + software · ~100 people
From scattered AI experiments to one prioritized roadmap
We ran a full AI Opportunity Audit: interviews with the entire executive team and every VP, workflow mapping, and a tech-and-data review. We surfaced their highest-value AI opportunities, ranked by revenue and margin, and we are now implementing the top priorities.
Field sales operation
A new CRM built for the age of AI
Their 15-year-old CRM had no real API, so data could not flow in or out and AI was a non-starter. We rebuilt it from the ground up, tailored to their vertical, with AI working directly inside the system.
Construction & design services · high-compliance
Hundreds of pages of code, turned into clean requirements
Building codes, fire codes, and design requirements meant manually reading hundreds of pages per project. We built an ingestion pipeline that reads the documents, collapses them into structured requirements, and an AI tagging layer that classifies each one by project stage and by role.
Real estate asset manager
More comps, higher quality, on every acquisition
Running property comps was slow and manual, capping them at about five per acquisition. We trained their team to run the comps themselves with AI, raising both the count and the quality.
Large manufacturer
Product research reports, hundreds of hours faster
Their team produced in-depth product research reports by hand. We built an AI research system that generates them, freeing the team and sharpening the insight behind their product strategy for the year ahead.
Engagements anonymized by industry. Figures are approximate and reflect both completed and in-progress work.