Applied AI & Automation_

Manual workflows,
retired.

We build, integrate, and deploy custom automation — enterprise-grade systems, platforms, and agents that enable autonomous operations.

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3D circuit board render
$1M+value created
F500to startups
<3moavg breakeven

Replacing manual workflows with enterprise-grade systems that enable autonomous operations.

WeBuildCustomAutomation

From talent acquisition to financial processes, we turn operational work into scalable infrastructure.

Work

Platform, deployments, and project work

Platform

Armature

A scalable, learning agentic platform for enterprise digital transformation. Base layer structures operations; proprietary agents and A2A coordination run on top. Built for platform deployment, not one-off automation.

Platform product · 2026 — ongoing

Current deployments

Law firm · Canada
JAMOL

Multi-branch. Document workflows, client account management, admin.

In deployment

Armature Deployment
Beauty clinic · Canada
Velora

Multi-branch. Document workflows, supplier & customer management, admin.

In deployment

Armature Deployment
Hedge fund · China
Simon James

Quant strategy, proprietary agent training, trading systems.

In deployment

Armature Deployment

Standalone projects

Additional projects

2025Web Quiz GamesInteractive learning for MSFT-affiliated education firm
2025AI Companion IntegrationLLM fine-tuning, RAG memory, and voice pipeline for hardware device
2024Website & Social BotFull-stack web + automation for Rumoir (apparel brand)
2022IPO Analytics ToolIPO screening tool for confidential Chinese HF
No sales team.Clients return.

Approach

01

Scope

We scope for impact, not features. If ROI isn't clear, we don't proceed.

We define the success metric before anything gets scoped. No agreement on the target, no engagement.

Every engagement starts with your operations. Solutions follow from there.

02

Automation

Automation where it scales. AI where it delivers. Human oversight where it matters.

Every component ships with clear limits and fallback logic. No black boxes in production.

03

Ownership

We deploy. We maintain. We iterate.

Start a project.

Tell us about your operations. A bit of context helps us respond faster.