We build software that ships.
A team of engineers with 20+ years in public and private industry — now building AI agents, MCP servers, and intelligent automation on AWS, Azure, and GCP for businesses across North America.
using ModelContextProtocol;
using Anthropic.SDK;
[McpServerToolType]
public static class ClinicTools
{
[McpServerTool, Description("Summarize patient intake")]
public static async Task<string> SummarizeIntake(int patientId)
{
var intake = await db.GetIntake(patientId);
return await claude.Summarize(intake,
model: "claude-opus-4-7");
}
[McpServerTool]
public static Task BookAppointment(DateTime when, int providerId)
=> scheduler.Book(when, providerId);
}What our work has shipped
Services built for the AI-native era
From autonomous agents and MCP servers to enterprise full-stack apps and multi-cloud infrastructure — we ship across the whole modern AI stack.
MCP Server Development
Custom Model Context Protocol servers that connect AI to your tools.
Learn moreCloud & DevOps — AWS, Azure, GCP
All three major clouds. Real infrastructure, not just slideware.
Learn moreThings we've actually shipped
Production systems, not slideware. Live sites, published apps, deployed AI.
Upload internal documents, contracts, or knowledge bases — ask questions, get sourced answers with citations. Hybrid retrieval with re-ranking, eval harness, audit trail.
Online booking, AI-driven patient intake summarization, automated reminders, and a real-time front-desk queue dashboard. Designed for primary care and specialty clinics.
From idea to live system in weeks, not quarters
Four stages. Tight feedback loops. Demoable software at every step.
Discovery
We learn your business and pain points — typically a single 60-minute call plus async follow-ups.
Design
We prototype fast, get your feedback, and lock scope before we write production code.
Build
AI-accelerated engineering: weekly demos, real working software, no surprises at the end.
Launch & Support
We deploy, monitor, and iterate. Optional retainer for ongoing improvements and AI tuning.
Built with the full modern stack
Three rows. Three speeds. Every logo is something we've shipped to production — across all three major clouds and the entire current AI ecosystem.
Ready to build something intelligent?
Let's talk about how AI agents, MCP servers, and modern cloud architecture can transform your business. We'll scope, estimate, and ship.
