Data Refinery & Systems Fabrication

We turn raw data
into working systems.

VAPEN processes large data volumes, fabricates APIs into and out of the tools you already run, and builds automation scripts that take the repetitive work off your desk — for good.

Start a project → See what we build
Throughput
Latency
Uptime
RECORDS/HR 04,281,552  ·  QUEUE 00012  ·  NODE-07 OK  ·  API CALLS 991/S  ·  CRON JOBS 38 ACTIVE  ·  RECORDS/HR 04,281,552  ·  QUEUE 00012  ·  NODE-07 OK  ·  API CALLS 991/S  ·  CRON JOBS 38 ACTIVE  ·  
2.4B+ records processed monthly 60+ APIs shipped into production 99.95% pipeline uptime <48h average scope-to-build turnaround 2.4B+ records processed monthly 60+ APIs shipped into production 99.95% pipeline uptime <48h average scope-to-build turnaround
What we build

Three disciplines,
one line of work.

Each service ships as production infrastructure, not a slide deck — documented, monitored, and handed off cleanly.

SVC / DATA-01

Data Processing

We take large, messy, or unstructured datasets — logs, exports, scraped sources, warehouse dumps — and turn them into clean, queryable, decision-ready data.

  • Batch & streamingSupported
  • Volume handledGB → TB
  • OutputSQL / Parquet / JSON
SVC / API-02

API Fabrication

We design and build APIs that connect your systems to the services you rely on — or expose your own data safely to partners, apps, and internal tools.

  • StyleREST / GraphQL
  • AuthOAuth2 / Keys
  • DocsIncluded
SVC / AUTO-03

Automation Scripts

Repetitive manual work — reports, reconciliations, deployments, data pulls — gets replaced with scripts that run on schedule and alert you only when something breaks.

  • RuntimeCron / Event
  • LanguagesPython / Bash / Node
  • MonitoringBuilt-in
How a build runs

Intake to deploy.

P-01 INTAKE

Scope the pipeline

We map your data sources, target systems, and the exact output you need — no build starts without a clear spec.

P-02 CALIBRATE

Prototype fast

A working slice ships early against a sample of real data, so you're validating the approach, not a mockup.

P-03 BUILD

Harden the system

Error handling, retries, logging, and rate limits get built in — this is the part that separates a script from infrastructure.

P-04 DEPLOY

Hand off & monitor

You get the code, the docs, and visibility into whether it's running — with support after launch, not just at delivery.

Get in touch

Send us the data
problem you have.

Tell us what you're working with — the source, the volume, the system it needs to talk to. We'll tell you what it takes to build, honestly.

contact@vapen.dev
$ vapen --new-project
> describe your data source:

> typical response time: under 24h
> NDA available on request: yes
> reach us directly: contact@vapen.dev