Industries
Find the page written about your operation.
Each page is built from that sector’s own published numbers, not from a list of what we can do. If a number looks wrong to you, that is worth a call on its own.
Not sure which one
Describe your week. We will tell you which of these it is.
Twenty minutes, and we do most of the listening. If none of these pages fits you, that is still worth the call — the shape of the problem usually travels.
Commerce & consumer
Real estate & brokerage
more likely to qualify when a lead is contacted within five minutes rather than thirty.
Retail & e-commerce
of retail sales lost to shrink, against a total US figure of roughly $90 billion.
Restaurants & hospitality
job-openings rate in accommodation and food services, among the highest of any sector.
Financial services
Healthcare
Skilled nursing & post-acute care
of denied skilled nursing admission requests are ever appealed, despite a 95% overturn rate on those that are.
Hospitals & health systems
of hospital revenue lost to denials and uncollected bills in one year, up 25 percent.
Physician groups & clinics
prior authorisations completed per physician per week, consuming 13 hours.
Home health & hospice
caregiver turnover across the home care industry, the lowest reading since 2021.
Behavioral health & substance use
substance use and mental health treatment facilities use a mix of electronic records and paper charts.
Senior living & assisted living
US adults aged 65 and over report falling each year, and falls are the leading cause of injury death for that group.
Professional services
Law firms & legal operations
median time from filing to trial in federal civil cases, against 6.9 months to disposition.
Accounting & consulting firms
quarterly US revenue for professional, scientific and technical services, up 6.4% on a year earlier.
Staffing & recruitment
people hired in a single month, against 5.1 million separations in that same month.
Public sector
Government & public services
of government agencies run critical systems on COBOL, with technology averaging 20 years old.
Defence & national security
critical defence legacy IT systems flagged for modernisation had not been modernised.
Education
projected US high school graduates in 2041, down from a record 3.9 million in 2025.
Supply chain & industry
Supply chain & logistics
between a month closing and the official inventories figure for it being published.
Manufacturing
manufacturing industry groups saw labour productivity decline over the latest published year.
Construction & infrastructure
the period in which US highway, street and bridge productivity declined, while industrial building rose.
Energy & utilities
average power interruption from major events per customer in 2024, against about four hours a year in the decade before.
Agriculture & food supply
earliest date the FDA will enforce the food traceability rule, after Congress directed a delay.
Transport & fleet operations
of inspected trucks carried maintenance defects that would have put them out of service before the crash.
If none of these is you
That is the more interesting call, not the less.
A sector with no page here is a sector nobody has written up properly. We would start exactly the same way, and we would send you what we found either way.
The sector changes. What we can make does not.
Every page here starts with one industry's week. What gets built afterwards is whatever that week needs, in software or in metal.
See everything we build-
Software -
Hardware -
Ways of working -
Whole ventures
However hard, whatever it is
Twenty-three sectors here. Your problem may be in none of them.
Each page is a worked example of the same method. If none of them is your week, the call is still worth twenty minutes. The shape of a problem travels even when the deadlines do not.
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01 We sit with you
Days where the work happens, not a workshop in a meeting room. We watch the job get done and write down the shortcuts nobody wrote down.
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02 We read everything
Your data, your rules, your vendors and their documentation, and the published research on your sector. We report what is actually in there.
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03 We break it to first principles
Not which tool fixes this. What is actually causing it, taken apart until we reach the piece that cannot be divided further.
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04 Then we build
Weeks, not quarters. By this point we are not guessing what to build, and guessing is the thing that makes projects long.
Intelligence, plumbed in
Every sector here has data no field can hold.
A fax, a handwritten docket, a terminal screen, a driver's note. Each page names its own, and what a model makes of it once the accuracy is proven.
How we make AI survive real data-
Connectors -
A semantic layer -
Evals you can check