the United States and Canada
Built for how the work runs here.
The deepest software estates and the most complicated payer rules anywhere. Most of our research figures come from here, because this is where the data is published.
industries with a verified local stack
of 23 we work in
What we have already read
The rules and regulators behind these pages.
Not a list of things we could look up. These are named on the industry pages below, with what they change about the work.
- state licensing
- RESO data standards
- the Fair Housing Act
- TRID disclosure
- PCI DSS
- state sales tax nexus
- FTC advertising rules
- CPSC recalls
- FLSA overtime rules
- state tip credit law
- FDA Food Code
- ADA access
- the OCC and FDIC
- BSA and AML rules
- the CFPB
- SOX controls
- state insurance departments
- NAIC model rules
- ACORD data standards
- CMS PDPM
- the MDS 3.0 schedule
- Medicare appeal deadlines
- HIPAA
- HL7 v2 and FHIR R4
- CMS price transparency
- the No Surprises Act
- CMS prior authorisation rules
- APCM billing codes
- the Cures Act
- the CMS HOPE assessment
- OASIS-E
- PDGM
- Medicare hospice cap
- 42 CFR Part 2
- the Mental Health Parity Act
- state assisted-living rules
- CMS reporting
- state bar trust accounting
- ABA model rules
- e-discovery obligations
- GAAP revenue recognition
- state sales tax on services
- 1099 reporting
- FLSA classification
- the ACA hours rules
- state licensing checks
- I-9 verification
- FedRAMP
- Section 508 accessibility
- state records retention
- the Privacy Act
- ITAR and EAR
- CMMC 2.0
- NIST SP 800-171
- DFARS clauses
- FERPA
- Title IV reporting
- IPEDS returns
- state authorisation
- CBP and ACE filing
- FDA import alerts
- C-TPAT
- UFLPA supply-chain checks
- OSHA
- FDA 21 CFR Part 11 where it applies
- ITAR for defence parts
- ISO 9001
- AIA contract documents
- state lien laws
- IBC code cycles
- NERC CIP
- FERC orders
- state PUC reporting
- IEEE 1547
- FSMA 204 traceability
- USDA grading
- FDA food facility rules
- PTI case labelling
- the FMCSA ELD mandate
- hours of service rules
- IFTA fuel tax
- DOT inspections
Intelligence, plumbed in
The platforms differ here. The unstructured data problem does not.
Whatever the United States and Canada runs on, the answer is usually in a note, a letter or a screen. We build the model's route to it: the connector, the semantic layer, the scored test set.
How we make AI survive real data-
Connectors -
A semantic layer -
Evals you can check
However hard, whatever it is
Whatever runs here, the method is the same.
Local platforms, local rules, and a problem that may be on none of these pages. We sit with you, read everything, take it apart, then build.
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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.
Industries
Pick the one that sounds like your week.
Commerce & consumer
Financial services
Healthcare
Skilled nursing
Your team is not wrong about the denials. They just do not have four hours per appeal to prove it.
Hospitals
Denials are not a billing problem. They are a documentation problem that surfaces as a billing problem.
Physician groups
Ninety-two percent of practices have hired or reassigned staff purely to keep up with it.
Home health
Caregiver turnover is at 79%. The software you bought was designed around the chart, not the caregiver.
Behavioral health
Not because the software does not exist. Because almost none of it handles 42 CFR Part 2 properly.
Senior living
Operators say it themselves: integration is the problem, not the number of devices.
Professional services
Legal
That twelve-hour gap is worth roughly two hundred thousand dollars per attorney, per year.
Accounting & consulting
Sixty-six point four percent. And the firms losing least are the ones that stopped relying on memory.
Staffing
Which means your margin depends entirely on how fast and how accurately you fill.
Public sector
Government
The programmes fail for the same reason every time: they try to replace the system instead of relieving the pressure on it.
Defence
Of $10.9 billion allocated across 24 programmes, more than half encountered failure.
Education
Enrolment is holding up today. The intake pool is not. Institutions that cannot see enrolment, retention and cost in one place will decide blind.
Supply chain & industry
Supply chain
Stockouts and excess inventory persist in organisations that bought every system designed to prevent them.
Manufacturing
Production runs on the floor. Reporting runs on a spreadsheet assembled the following morning.
Construction
And the average project still overruns by twenty-eight percent.
Energy & utilities
Which is why the operation stays reactive when the data to be proactive already exists.
Agriculture & food
FSMA 204, EUDR and retailer GlobalGAP requirements all expect a record you can produce on demand, whenever they land.
Transport & fleet
Telematics answered the location question a decade ago. The economics question is still open.
The stack changes by market. What we can build does not.
Whether the platform is local or global, the work is the same: read what is there, then make what is missing. In software or in metal.
See everything we build-
Software -
Hardware -
Ways of working -
Whole ventures
Elsewhere
Operating in more than one of these?
That is the harder and more interesting problem: one operation, several rulebooks. We have built for it.