Software Development

Built to scale.
Built to last.

We design and build software platforms — from architecture and backend systems to frontend delivery and AI-powered workflows.

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20+
Years designing and delivering software
10×
Editorial throughput via AI workflows
15+
Years guiding long-term platform architecture
What we do

What we build

We work across the full stack — architecture, backend, frontend, mobile, data, and AI. We've been doing this long enough to know what holds up.

Platform Modernization

We untangle brittle legacy systems and rebuild them as modular, maintainable platforms. Less fire-fighting, faster release cycles, and a foundation that can keep evolving.

Web & Mobile Development

Full-stack web and cross-platform mobile apps built with React, React Native, PHP, Node.js, and Python. Designed for longevity, not just the initial delivery.

AI-Powered Workflows

We integrate AI into real operations — content pipelines, document intelligence, RAG-based search, and automated workflows. Built to run in production, not as demos.

Systems Architecture

We translate business goals into technical direction your team can actually execute — APIs, databases, cloud infrastructure, integration strategy, and scalable service design.

Technology

Our stack

Two decades across different environments and problem types. We use what fits the work, not what's trending.

Backend

PHP Python Node.js C# .NET Laravel CakePHP REST APIs WordPress

Frontend & Mobile

React React Native Expo Tailwind CSS shadcn/ui

Cloud & DevOps

AWS Google Cloud Azure Docker GitHub Actions DigitalOcean Cloudflare Vercel

Data & AI

MySQL PostgreSQL MongoDB MSSQL OpenAI Claude Gemini Convex
Artificial Intelligence

AI that ships.

We build AI systems that run inside your existing operations — not alongside them. Deployed in production, measured against real output.

10×
Editorial output increase via AI-assisted workflows — deployed for a US media company, not a pilot.

RAG Pipelines

Retrieval-Augmented Generation systems that ground LLM responses in your actual data. Knowledge bases, document search, and context-aware Q&A without hallucination drift.

LLM Integration

OpenAI, Claude, Gemini. We build the middleware that routes workflows to the right model, manages context windows, and handles failures gracefully.

Editorial AI

Content pipelines where AI handles research, drafting, and structuring — while editors stay focused on judgment. Proven to increase throughput tenfold without adding headcount.

Document Intelligence

Extract, classify, and act on unstructured content at scale. Search that goes past keywords — semantic, context-aware, and fast.

How RAG works
1
Ingest & Chunk
Documents, databases, and live sources are processed into semantic chunks.
2
Embed
Each chunk is converted to a vector embedding and stored in a vector database.
3
Retrieve
When a query arrives, relevant chunks are pulled by semantic similarity — not keyword matching.
4
Generate
The LLM answers using the retrieved context as its source of truth — accurate, grounded, auditable.
5
Deliver
Responses surface through APIs, chat interfaces, or automation hooks — wherever the workflow needs them.
OpenAI Claude Gemini Copilot
Contact

Have a project in mind?

We're selective about what we take on. If it's complex and worth building well, let's talk.