Services

Four service lines. One senior team.

We build and operate production systems where the hard part is the data. Each pillar connects to the others — the same team that scrapes the data can build the platform, wire the marketplace integration, and add the AI layer.

01

Custom Platforms & Backends

Production SaaS built from scratch and maintained beyond launch. Healthcare analytics, KYC and due-diligence platforms, domain-specific analytics products. Backends in FastAPI, Laravel, Python, PHP.

  • FastAPI
  • Laravel
  • Python
  • PHP
  • Celery
  • PostgreSQL / MySQL
Custom platforms →
02

Marketplace & E-Commerce Engineering

Amazon SP-API, ChannelAdvisor, eBay, Walmart, Newegg, Houzz. Production marketplace operations with catalog sync, feed processing, buybox intelligence, and order automation.

  • Amazon SP-API
  • ChannelAdvisor
  • Shopify
  • BigCommerce
  • Custom ERP
Marketplace engineering →
03

Large-Scale Web Data Extraction

Production scraping pipelines in legal, compliance, marketplace, and directory verticals. Anti-bot-protected, captcha-gated, session-locked, JS-rendered sources. Billions of records extracted from thousands of websites.

  • Python
  • Scrapy
  • Playwright
  • Selenium
  • Supervisord
  • Proxy mesh
Data extraction →
04

AI Intelligence Layer

Natural-language Q&A over client data, AI-enriched metadata, auto-generated briefings, on-demand dashboards, agent workflows. Built custom on top of the pipelines and integrations we already run.

  • Claude
  • GPT
  • Embeddings
  • RAG
  • Agent workflows
AI intelligence layer →

How engagements work

Scoping, pilot, production.

Discovery call

30-minute technical conversation. We learn your data, your constraints, and what success looks like. No salespeople.

Scoped pilot

Small, fixed-price proof of concept. Typically $1,000 to $2,000 and under two weeks. Real output you can evaluate before committing further.

Production build

Full system build with direct engineer access. Fixed-price or monthly retainer depending on scope. Regular delivery cadence.

Long-term operation

We don't ship and disappear. Monitoring, maintenance, source-change tracking, scaling. Our longest engagement exceeds a decade.

Not sure which service line fits?

Tell us what you're trying to solve. We'll map it to the right capability.

Start a conversation