Algorithms & data systems

The technology large companies run on, now within reach.

Custom algorithms for real business decisions: pricing, scheduling, scoring, matching, and forecasting.

What it is

Algorithm Development & Data Systems, in plain English.

Large companies do not guess at prices, routes, or which lead to call first. They run algorithms that turn their own data into decisions. That class of technology used to need a data team. It no longer does.

We design, build, and host algorithms around your data and your rules, then put the results where your team works: in a dashboard, an app, or an automated action.

What you can build

Built around your business.

01

Pricing engines

Quotes that account for materials, distance, demand, and margin, the same way every time.

02

Scheduling and route optimization

Fewer miles, tighter windows, and more jobs per day from the same crew.

03

Lead scoring

Rank inbound leads by how likely they are to close, so the best ones get called first.

04

Matching and recommendations

Pair customers with the right product, provider, or time slot.

05

Demand forecasting

Anticipate busy weeks for staffing and inventory instead of reacting to them.

06

Anomaly and fraud flags

Catch the order, refund, or timesheet that does not look like the others.

07

Data pipelines and dashboards

Pull data from your tools into one place and see it clearly.

How it works

Apply. Build. Improve.

01

Apply

Two minutes, in plain English. Every application is personally reviewed within 24 hours.

02

Build

We scope the decision, the data, and how success is measured, then ship a first version you can test against real cases.

03

Improve

Algorithms improve with feedback. We tune them weekly against the results you actually see.

The stack

What it is built on.

  • TypeScriptTyped code, so whole classes of bugs never reach production.
  • PostgreSQLA real relational database that holds your data.
  • SupabaseAuthentication, storage, and row-level security on top of Postgres.
  • Next.jsThe application framework: fast pages, server code, and routing.
  • Vercel edge networkGlobal hosting that serves every page from close to the user.
Plans

The plans that fit.

Billed weekly. Cancel anytime. Hosting and maintenance included.

Custom Build

For systems that need a scoped engagement.

Custom quoteScoped after review
  • Business software and internal platforms
  • Custom algorithms
  • AI systems
  • Multi-app platforms
  • Native iOS and Android store apps
  • Regulated data (health, finance)
Apply for a quote
FAQ

Common questions.

Do I need a lot of data?

Less than most people think. Many useful algorithms are rules plus a little history. We tell you during review whether your data can support what you want.

How is it priced?

Algorithm work is scoped as a Custom Build, because the data and the decision vary so much. You get a written quote after your application is reviewed.

Can it plug into the tools we already use?

Yes. Results can land in a dashboard, a custom app, a spreadsheet, or an existing tool through its API.

Is this AI?

Sometimes. Many business decisions are better served by clear, testable rules and statistics. We use AI where it earns its place, not by default.

Have something in mind? Tell us about it in plain English.

2 minutes to apply. Personally reviewed within 24 hours.

Apply now