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Scattered tools, one system built for your business.

Custom application systems that replace or connect the tools you run on, so your business operates and sells more efficiently, with task-specific models inside.

Operations systems

Fewer systems. Less in between them.

Most businesses run on many disconnected tools, with people carrying information from one to the next. We build the application that takes their place or connects them, so the business can function and sell more efficiently.

Models specific to a task, not generalized ones.

That makes them far more efficient. Then we tie them into a pipeline, so that different models do different things at a given time or task.

Model 1 of 6

Finds objects in each frame from a drone feed.

Illustration of a sample pipeline. Every scene is synthetic.

What we model

Sometimes the model is the value.

Many of our systems are driven by custom models, through mass data analysis or capabilities at the state of the art. Much of that work starts from the whole planet.

01 / From orbit

The whole planet, as data.

Land as a lattice of cells. Today's day and night. Sample survey sites, linked.

And the rest of what we model.

Computer vision

Models that find and outline what matters in an image, trained for the objects you care about.

Drone tracking

Following objects from the air, with a track you can read and trust.

Bayesian ML

Estimates that know how sure they are, and tighten as evidence arrives.

Graph neural networks

Learning from how things connect, by passing messages through the graph.

Neural mathematics

Learned functions and decision surfaces, shaped to the problem.

Physics models

Models of real-world behavior, fit to observations from drone, aerial, and satellite data.

Mass data analysis

Finding the structure in more data than anyone could read.

Selected work

What we've built.

Operations

One system in place of many

For a specialty manufacturer: a customer quote funnel, admin pricing and rules, PDF templates, customer and distributor portals, and monitoring, all in one application.

Drone tracking

A pilot display for drones

Real-time object tracking on the video feed, with a radar view and target lock for the operator.

Geospatial

Geospatial ML over map layers

Probability maps predicted from point data and raster layers, shown on an interactive map.

Healthcare

Stroke coordination for hospitals and EMS

A platform that lets EMS crews and hospital teams communicate about an incoming stroke patient, so the exam starts before the patient arrives.

Higher education

Admissions review for academic programs

Summarizes applications, scores each applicant against criteria the institution sets, and ranks the pool for the committee's final decisions.

Scientific publishing

A manuscript platform for research authors

Guides authors from first idea to final review, and cross-checks the paper against checklists and journal-specific parameters.

Government

Tooling for government bids

Searches federal contract opportunities through SAM.gov and helps a company prepare its proposals.

  • Healthcare
  • Government
  • Research and publishing
  • Education
  • Real estate
  • Finance
  • Security
  • Consumer platforms
  • Developer tools
Computer visionSample
Sample systems on sample data. They show the kinds of software we build, not client records.

Inside the systems

Ask in plain words. Get the right view.

Portals, dashboards, and document handling, with command bars that choose from a closed catalog of approved views. When one isn't sure, it asks.

Sample: replays stored answersNo live model on this page
Which requests are waiting on us?
view
requests.table
params
status=waiting_on_team
confidence
0.96 (rendered)
  • R-1042Access for a new team member2 daysHigh
  • R-1039Export last quarter's records3 daysNormal
  • R-1031Update the intake form6 daysNormal

Products

We run our own software too.

30

years of collective ownership experience, plus deep subcontractor experience.

We proudly contract only with United States citizens: top engineers and force multipliers in their fields. We hold that line for those who hold the line for us.

Capabilities, NAICS codes, and our capability statement

Bring us the problem.

Tell us what your business runs on today, and what is getting in the way. We will tell you what we would build.