Alchemize Tech

AI systems, web platforms, and agent-powered workflows built for real work.

Work With Us

We help organizations design, build, and modernize intelligent systems — from web platforms and internal applications to AI workflows, data processes, content systems, integrations, and creative automation tools.

Alchemize Tech grew out of 20 years of production web development and technical architecture work — building enterprise platforms, custom workflows, and complex integrations for organizations that need systems to last.

In recent years, that work expanded into AI: agent systems, local model infrastructure, workflow orchestration, memory, automation, data analysis, media generation, and tool-connected workspaces. The result is both a platform we're building and a set of services we can bring into real projects today.

How We Can Help

Alchemize Tech is a founder-led AI and web systems studio helping teams build practical, durable, intelligent software — from development-heavy platforms to workflow, data, content, and automation systems powered by agents.

System Architecture

Design and build agent workflows, local/private AI infrastructure, model integrations, memory systems, tool orchestration, and multi-step automation.

Web & Application Development

Drupal architecture, full-stack applications, internal tools, API integrations, data workflows, dashboards, and long-term platform support.

AI Workflow Integration

Add intelligent automation, document workflows, content generation, chat interfaces, research assistance, reporting, and agent-assisted operations to systems you already use.

Prototype to Product

Turn ambitious technical ideas into working systems — with clean architecture, realistic implementation paths, and production-minded engineering.

Web, Apps & Technical Consulting

For web development inquiries and project details, visit wewebworkers.com.

Alchemize Tech is the evolution of We Web Workers — a long-running web development practice with deep experience in Drupal, full-stack applications, integrations, and technical consulting.

Web and application development remain core to what we do, but the work now extends into AI-assisted workflows, internal systems, data tools, and intelligent automation.

Drupal Architecture

Enterprise Drupal development, module architecture, site building, migrations, Canvas enhancements, and technical leadership.

Full-Stack Development

End-to-end application development — discovery through deployment, maintenance, integrations, and team training.

Data, APIs & Internal Tools

Custom dashboards, API integrations, reporting workflows, operational tools, and systems that help teams work more effectively.

AI Integration

Bringing intelligent automation, agent systems, content workflows, and AI tooling into existing web platforms and business processes.

Open Source

Active contributor to the Drupal ecosystem through Canvas module enhancements, community engagement, and knowledge sharing.

What We Build

These are the systems we're building — and the areas where we can help clients design, integrate, automate, or extend similar capabilities.

Alchemize Platform

AI Agent Operating System

Agent workflows, project workspaces, memory, automation, content, data, and orchestration infrastructure.

Alchemize Drupal

AI-Enhanced Web Development

Enterprise Drupal and web development enhanced with AI-assisted workflows, custom tooling, content support, and integration systems.

Alchemize Home

Spatially aware automation, Home Assistant integration, and intelligent environment modeling.

Strategy Engine

Simulation, testing, and agent-assisted strategy design for markets, operations, data, and decision systems.

Beats + Studio

AI-assisted media generation, audio analysis, and music-reactive visual pipelines.

The Platform Behind Everything

Everything lives as a contained project — your code, content, agents, tools, workflows, files, memory, data, and integrations — organized with persistent context and clear boundaries.

Projects with complete lifecycle management
Agents with memory, identity, and growing capabilities
Structured workflows that execute and evolve
Knowledge that compounds over time, not resets

It's an operating layer for real work: local-first, tool-connected, and designed to adapt as new models, agents, and frameworks emerge.

A modular system designed to grow:

MCP Tooling — extensible agent capabilities
Structured Memory — persistent context across sessions
Dynamic Workflows — roles, steps, execution logic
Lab Packs — installable domain knowledge and skills
Multi-model — local or external, selected per task

Built with Python, Node, Docker, and a growing ecosystem of integrations. Runs locally by default.

Explore the Platform

Where It Started

Before there was a platform, there was a question: what would a personal AI look like if it truly belonged to you?

Alchemize Chat was the first proof — a local AI system with memory, identity, intent routing, and overnight reflection cycles. It showed that AI could be more than a prompt box. It could become a living system with context.

Fully local Llama 3 70B on Apple Metal
Custom intent classification under 200ms
Multi-profiler memory system
4 AM dream cycle for knowledge consolidation

Its architecture became the seed for the platform.

A ground-up AI agent pipeline:

LangGraph — conditional routing and tool execution
SetFit — sub-200ms intent classification
LlamaIndex + pgvector — RAG with semantic reranking
ArangoDB — knowledge graph with 12-type ontology
Temporal — overnight dream/consolidation workflows

Llava 13B for vision. Signal integration for mobile access. Everything containerized via Docker Compose.

Read the Full Story

Good Fit Projects

We're especially interested in working with:

Organizations modernizing complex web platforms or internal systems
Small and mid-sized teams looking to improve workflows with practical AI
Teams exploring agents, automation, local/private AI, or custom tooling
Organizations with data, documents, content, or processes that need better structure

Startups or founders who need a technical architecture partner
Creative teams building AI-assisted media or automation tools
Mission-driven organizations that need high-quality systems without enterprise bloat

We're open to consulting, architecture, implementation, prototypes, platform integrations, workflow modernization, and longer-term technical partnerships.

Let's Build Something

Whether you're building a web platform, modernizing internal workflows, exploring AI integration, or turning an ambitious idea into a working system — we're open to the conversation.

Get in Touch