LOGSCRAP

Web data extraction · Data engineering

  1. 01 — Scattered

    Your data is everywhere

    Prices on web pages, figures behind partner APIs, facts buried in PDFs. Dozens of sources, dozens of formats.

  2. 02 — Organize

    We put it in order

    Every record is extracted, normalized, and de-duplicated into one consistent schema.

  3. 03 — Reveal

    What matters stands out

    Once the data is in order, the signals you need rise out of the noise.

  4. 04 — Deliver

    You use it

    Delivered as an API, a database table, or a live dashboard, on the schedule you set.

01 / 07Logscrap

If it's on a screen, it can be data.

Logscrap is a software and IT consulting company specializing in web data extraction and data engineering. We design and operate the pipelines that turn websites, portals, and documents into reliable, structured data.

02 / 07Services

What we do

Six ways we get you the data your business runs on. Select a service for the technical approach.

Selected service 01 / 06

Data-as-an-API

Turn any website into an endpoint

The problem

The data you need is only published as HTML pages.

Outcome

A private, documented endpoint with a stable schema

Technical approach

  • Source mapping and field-level schema definition (data contract).
  • Incremental crawling: only new or changed records are fetched.
  • Exposed as a versioned REST API or loaded straight into your database.

Key techniques

REST API / Data contracts / Incremental crawling

03 / 07Use cases

What teams use it for

Examples of the problems these services solve. Select one to see the service behind it.

04 / 07How we work

A five-phase delivery model

From discovery to operations, one team owns the pipeline end to end.

Phase 01 / 05

Discovery

We define the business decision, the target sources, the data model, and the success metrics: coverage, freshness, and accuracy.

Deliverable

Requirements brief and success metrics

05 / 07Capabilities

The engineering behind the data

The building blocks every project is made from.

01

Extraction

Getting the data
  • Headless browser automation
  • Network-level (XHR) extraction
  • Incremental crawling
  • Authenticated sessions
  • RPA
02

Processing

Making it usable
  • ETL / ELT orchestration
  • Normalization and de-duplication
  • Entity resolution
  • LLM structured extraction
  • Document parsing
03

Reliability

Keeping it right
  • Schema drift detection
  • Data quality validation
  • Pipeline observability
  • Idempotent backfills
  • Source provenance and lineage
04

Delivery

Putting it to work
  • REST APIs
  • PostgreSQL
  • Webhooks
  • CSV and JSON
  • Dashboards

Stack

TypeScript · Node.js · Playwright · PostgreSQL · Supabase · Next.js · Vercel · LLM APIs

06 / 07About

Your decisions deserve better data.

Logscrap helps teams get the data they need from the places it actually lives: websites, portals, and documents. We are a software and IT consulting company specializing in web data extraction and data engineering.

We start with the decision the data will support, then work backward to the sources, the structure, and the delivery. You get data that arrives on schedule, in the format your team already uses.

How we work

01

Start from the decision.

The goal shapes the data, not the other way around.

02

Engineer for change.

Websites change. Your data keeps flowing.

03

Own it end to end.

Collection, cleaning, storage, and delivery, by one team.

07 / 07Contact

Tell us the data you wish you had

Share the sources, fields, and refresh rate you need.

contact@logscrap.com

Tell us the sources, the fields, and how often you need them refreshed. We'll reply with a solution outline.