AI Strategy · Fractional CTO & CIO · Custom Software

We Don't Just Advise on AI.
We Build It.

AI strategy and fractional CTO & CIO services backed by 20+ years of enterprise IT leadership — and production AI systems running right now. We don't hand you a roadmap and leave. We help you build what's on it.

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AI Strategy Fractional CTO & CIO Multi-Agent AI Enterprise Infrastructure AI Governance Behavioral AI Contracts M&A Integration Security Architecture Production AI Systems Education Technology Local LLM Deployment Compliance & Risk Chrome MV3 Extensions Android MDM Tooling Swift & Kotlin Native Cloud Native AI Strategy Fractional CTO & CIO Multi-Agent AI Enterprise Infrastructure AI Governance Behavioral AI Contracts M&A Integration Security Architecture Production AI Systems Education Technology Local LLM Deployment Compliance & Risk Chrome MV3 Extensions Android MDM Tooling Swift & Kotlin Native Cloud Native
What We Do

AI Strategy. Custom Software.
Real Results.

sgl-tools — Consulting Pipeline Pipeline Overview Active: 7 Closed: 12 Idea Tracker Project Board

Web Applications

Dashboards, pipelines, and tools that solve real operational problems. We've built consulting management platforms, AI-powered classroom tools, and intelligence aggregation systems. API-first design, server-side rendering where it matters, clean component architecture throughout.

  • Consulting pipeline & project management
  • Intelligence aggregation dashboards
  • AI-powered classroom tools
  • RESTful APIs & serverless backends
PHP Python Node.js Serverless GCP Google Workspace APIs
linkedin.com/jobs SGL ✓ Captured ShieldBrowse Active ⚠ Phishing detected — blocked Rule: phishing_pattern_v3.42 (remote update) No reinstall required · policy pushed 2m ago Dark pattern neutralized

Browser Extensions

Extensions that work the way enterprise security teams need them to. ShieldBrowse's remote-updateable rules engine pushes security policy to every user without reinstall — the same push-update architecture used in enterprise AV and EDR products. Executive Job Hunter handles the full application lifecycle in a single click.

  • Chrome & Edge — Manifest V3
  • Remote rules engine (no reinstall for updates)
  • Real-time phishing & dark pattern detection
  • Cross-device sync & secure local storage
Chrome MV3 Remote Rules TypeScript AI Detection Enterprise-Ready
RAG
LLM
API
ETL
Claude Sonnet • GPT-4o • Gemini 2.0
~200ms inference
99.9% uptime

Custom AI Software

We build systems that think — and stay running. AI agents with behavioral governance contracts, local LLM deployments for privacy-sensitive environments, browser security tools, CLI automation, and cross-platform desktop applications. Every system we ship starts from the same assumption: AI should be built in, not bolted on afterward.

  • AI agents with behavioral contracts
  • Local LLM deployment (Ollama)
  • Automation platforms & workflows
  • Compliance tooling for regulated environments
Behavioral AI Contracts Ollama Local LLM TypeScript Python Production-Grade
Data
Security
M&A
AI Ops
20+ Years Enterprise IT

AI Strategy, Fractional CTO & CIO Advisory

Two decades of enterprise IT leadership — and we still ship production AI systems. We provide fractional CTO and CIO services for enterprises and school districts navigating AI adoption, governance, and modernization. Most consultants hand you a strategy deck. We hand you a strategy and then help you build it.

  • Fractional CTO & CIO — embedded, not advisory-only
  • AI strategy, governance & readiness assessments
  • M&A technology integration
  • Security architecture & compliance
Fractional CTO & CIO AI Governance Education M&A Security
Proof, Not Promises

Most Consultants Show You Slides.
We Show You Systems.

Everything below is running in production. This is what 20+ years of enterprise IT experience looks like when it keeps building.

AI Operations Platform + agent-os ● LIVE Operations Development Sales Marketing Web Ops ✓ agent-os trust score: 0.94 — autonomous action approved ✓ Behavioral contract enforced — scope boundary respected ✓ PR #14 merged — dashboard feature shipped ✓ Meeting booked — prep package delivered to team ✓ Nightly backup — 229MB encrypted to Drive 5 specialized agents · behavioral contracts · trust scoring · continuous operations
Live in Production

AI Operations Platform

A fully autonomous AI operations layer — running a real business.

Multi-agent AI platform running business functions end to end: sales research, content strategy, software development, infrastructure management, and operations coordination. Each agent is specialized, has persistent memory, and works continuously across sessions.

Built on agent-os — a TypeScript governance layer that enforces behavioral contracts, tracks trust scores, and manages earned autonomy for each agent. Not a proof of concept. This is what enterprise AI governance looks like in production code, not policy documents.

Multi-Agent AI Behavioral Contracts (TypeScript) Trust Scoring Real-time Pipeline Auto-failover
agent-os enforces behavioral contracts — each agent has defined scope, trust score, and earned autonomy thresholds
5 specialized agents with persistent memory and governance running continuously
Multi-provider AI with automatic failover — Claude, GPT-4o, Gemini 2.0
Chrome Extension Live Product

Executive Job Hunter

Your job search deserves better than spreadsheets.

One-click capture from LinkedIn, Indeed, and Dice. Automatically extracts role, company, salary, and requirements. Smart state management handles the full application lifecycle. Built on Manifest V3 for efficiency and security.

TypeScript Manifest V3 Real-time Sync Chrome APIs
Explore Executive Job Hunter
Security Browser Extension

ShieldBrowse

AI-powered protection where attacks actually happen — in the browser.

Most security tools protect the network. ShieldBrowse protects the person — detecting phishing, scams, and manipulative design patterns in real time. The remote-updateable rules engine pushes security policy to every user without reinstall — the same push-update model used in enterprise AV and EDR products.

Enterprise-ready: Security policy stays current without redeployment. Deploy once, update rules continuously. Works at organization scale.

AI Phishing Detection MV3 Remote Rules Engine Dark Pattern Neutralizer Enterprise-Ready
Real-time phishing and dark pattern detection
Rule updates without reinstall — no redeployment needed at org scale
Education Technology Active Partnerships

AI Education Infrastructure

Local LLM in the classroom — zero cloud dependency, zero student data exposure.

We work with school districts to build practical AI programs with real infrastructure. Self-hosted Ollama server for browser-based student LLM access — no cloud, no FERPA risk, no per-query cost. Android device management tooling for classroom tablet fleets. Curriculum teachers can actually use.

Privacy-preserving by design: Student queries never leave the building. Districts with real compliance constraints get real AI capability. The ones still waiting will spend years catching up.

Ollama Local LLM Python Android MDM (Kotlin) FERPA-Compliant
minecraft-classroom: self-hosted Ollama + Python, browser-based student access on local network
tablet-shutdown-app: Kotlin Android app using system broadcast receiver for classroom fleet management
Active district partnerships in Virginia
LLM-Powered EdTech

Gameshow Generator

PDF-to-gameplay in seconds.

Teachers spend hours creating review games. We automated it. Upload any PDF and watch it transform into interactive games students actually want to play. AI reads and understands documents, then generates accurate questions and answers across multiple game formats.

AI-Powered PHP Document Processing
Try the Generator
Enterprise Tool

Email Export CLI

Compliance-grade bulk email extraction without individual credentials.

Domain-wide delegation via service account — extract email at organization scale without collecting individual user credentials. Defensible chain-of-custody from day one: timestamped EML exports, ZIP packaging, CSV metadata index.

Built for legal discovery and regulatory compliance: Flexible Gmail query filtering (dates, senders, labels). Exports in industry-standard EML format. The architecture that compliance teams and outside counsel can actually trust.

Python Service Account Delegation Google Workspace API EML + CSV Chain-of-Custody
Domain-wide export — no individual credential collection required
Flexible Gmail query filtering — dates, senders, labels
Intelligence Platform

Industry Monitor

Enterprise-grade competitive intelligence at zero infrastructure cost.

Runs entirely on Google Workspace and serverless GCP. Automatically collects, organizes, and surfaces vendor announcements, industry news, security advisories, and competitive intelligence from RSS feeds, web scraping, email ingestion, and manual curation — into one auto-categorized dashboard.

Zero servers, zero maintenance overhead: Scheduled auto-updates via GCP Cloud Functions. Gmail sidebar add-on for quick manual submissions. Scales without scaling costs.

Serverless GCP Google Workspace Node.js RSS + Scraping + Email Ingestion
Multi-source ingestion: RSS, scraping, email, manual — unified view
Gmail sidebar add-on for quick submissions — zero context switch
Infrastructure Tooling Internal Use

DevOps Infrastructure Suite

We eat our own cooking on DevOps.

Two production tools built for our own infrastructure and available to clients: backup-app — cross-platform Electron desktop app for scheduled backups to NAS and Google Drive via rclone. sgl-migrate — encrypted backup and restore CLI for macOS dev environments with cron support and dry-run mode.

Security-first design: Encrypted at rest, cron-scheduled, dry-run verification before commit. The kind of tooling a CTO builds when they've seen what happens when backup infrastructure fails.

TypeScript + Electron rclone Shell (Encrypted Backup) NAS + Google Drive Cron + Dry-run
backup-app: cross-platform Electron + rclone, scheduled to NAS and Google Drive
sgl-migrate: encrypted macOS dev environment backup CLI with cron and dry-run
Seen enough?

Let's Talk About
What You're Building.

No pressure, no sales pitch. A direct conversation about where you are and what it would actually take to get where you're going.

Start the Conversation

Or keep reading — there's more below.

Why SGL Tech

The Difference is
Experience

01

Full-Stack Perspective

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From server infrastructure to Swift/Kotlin native apps — we've built and managed the whole stack. That depth means better architecture and fewer surprises.

  • Infrastructure to native mobile
  • DevOps & security expertise
  • End-to-end ownership
02

Family Founded

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We're building a legacy, not just a business. Every project gets the care you'd give something you're passing down.

  • Long-term thinking
  • Personal investment
  • Quality over quantity
03

Zero Shortcuts

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We don't accumulate technical debt to hit deadlines. Clean, documented, maintainable code — because someone has to maintain it.

  • No technical debt
  • Documented code
  • Future-proof solutions
04

Real Partnership

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Direct communication, no account managers. You work with the people building your software, every step of the way.

  • Direct access to developers
  • No middlemen
  • Transparent process
How We Build

Not the Generic Stack.
The Differentiated One.

Every platform, native runtime, and AI runtime we deploy has a production artifact behind it — not a tutorial.

AI Governance

Behavioral AI Contracts

TypeScript enforcement layer for AI agent governance — behavioral contracts, trust scoring, earned autonomy thresholds. This is enterprise AI control at the code level.

TypeScript agent-os Trust Scoring Behavioral Contracts
→ AI Operations Platform
Local AI Infrastructure

Ollama Local LLM Deployment

Self-hosted LLM servers for privacy-sensitive environments. Browser-based student access on local network — no cloud, no data egress, no per-query cost. FERPA-compliant by architecture.

Ollama Python Shell Local Network
→ AI Education Infrastructure
Browser Security

Chrome MV3 Remote Rules Engine

Push-update security rules to every installed extension without reinstall. Same architecture as enterprise AV/EDR policy distribution. AI-powered phishing and dark pattern detection in real time.

Chrome MV3 JavaScript Remote Rules AI Detection
→ ShieldBrowse
Native macOS

Swift + SwiftUI + IOKit

macOS menu bar applications using native Apple frameworks including IOKit (kernel-level power management APIs). Full native platform depth — not Electron wrappers.

Swift SwiftUI IOKit macOS Native
→ KeepAwake
Android / Mobile

Kotlin + Android System APIs

Android MDM-adjacent tooling using system broadcast receivers for scheduled device management in managed classroom environments. BroadcastReceiver + system-level APIs a district IT director understands.

Kotlin BroadcastReceiver Android MDM Device Management
→ AI Education Infrastructure
Cross-Platform Desktop

Electron + rclone Backup Infrastructure

Cross-platform desktop apps with NAS and Google Drive backup orchestration via rclone. Scheduled jobs, dry-run verification, encrypted local state — the tooling a CTO builds when they've seen backup failures.

TypeScript Electron rclone NAS + Google Drive
→ DevOps Infrastructure Suite
Testimonials

What People
Are Saying

Working with SGL Tech felt different from day one. They didn't just build what we asked for. They understood what we actually needed. The attention to detail and enterprise-level thinking transformed our project.

JD
Director of IT K-12 School District · Software Development Project

Finally, developers who understand infrastructure. The solution they built integrates perfectly with our existing systems with no compromises.

MR
VP Engineering SaaS Company · IT Consulting

They treat every project like it's their own. You can tell they genuinely care about the outcome, not just completing tasks.

SK
CTO Mid-Market Enterprise · Web Application

* Client names anonymized for privacy. Roles and industries reflect actual engagements.

Clean Code
Secure
Fast
Tested
Scalable
Enterprise IT
SGL Tech
Your Project
20+ Years of Building What Matters
Our Story

We've Seen the Inside of
Every Layer of the Stack.

Enterprise infrastructure. Production AI. Custom software. Education technology. Strategic advisory. Not sequentially — all of it, continuously.

SGL Tech is what happens when deep enterprise IT experience never stops building.

We've managed the infrastructure that powers organizations at scale — data centers, security programs, compliance frameworks, M&A integrations, and the business operations systems that keep thousands of people productive. The kind of work where failure isn't an option.

And alongside that — we build. An AI governance layer enforcing behavioral contracts and trust scoring. A local LLM server for K-12 classrooms with zero cloud dependency. Android device management tooling for classroom fleets. An encrypted backup CLI. A remote-updateable browser security engine. Production AI systems running business operations continuously.

That breadth isn't accidental. Every layer informs the others. The enterprise practitioner shapes the strategy. The security architect shapes the software. The educator shapes the product. The builder ships the proof.

20+ Years Enterprise IT Leadership
∞ Production AI & Custom Software
100% Strategy Through to Execution
Get in Touch

Let's Build
Together

Have a project in mind? Looking for a technology partner? We'd love to hear what you're working on.