todd bailey. Initiate Consultation

Principal Delivery Architect Engineering Systems & Process SME

25+ years engineering systems + business processes — scaled with precision, accelerated by AI.

I bridge ground-truth systems engineering with enterprise delivery oversight. Over two decades, I’ve specialized in debugging broken engineering workflows, turning Jira into an automated state machine, and leading cross-functional teams delivering mission-critical SaaS, IaaS, and FedRAMP platforms. Today, I help organizations eliminate administrative process drag and deploy high-leverage AI tooling where it drives measurable delivery velocity.

Schedule Advisory Call Explore Case Studies & Hands-On Builds
SYSTEMS ARCHITECT. PROCESS STRATEGIST. AI PRACTITIONER.
Todd Bailey
Todd BaileyEnterprise Process SME & Delivery Architect

Active Secret Clearance CISM PMP SAFe RTE CSM Security+ M.S. Computer Science & InfoSec (4.0 Summa Cum Laude)

Career Snapshot

Career Foundations & Evolution

25+ years grounded in systems engineering, matured through enterprise delivery leadership, and focused on modern autonomous execution.

The Foundation · 12+ Years

Systems Engineering & Infrastructure (12+ Years)

Hands-on engineering bedrock: FedRAMP security compliance, high-availability IaaS builds, automated database migrations, and rigorous DevSecOps pipelines across federal and defense environments.

Enterprise Process Mastery · 10+ Years

Principal Delivery & Process Architecture (10+ Years)

Directing enterprise Agile Release Trains (ARTs) and complex multi-agency programs. Transforming Jira and Confluence from passive ticketing databases into automated, state-driven workflow engines that enforce delivery velocity without administrative bloat.

The Frontier · 3+ Years

Applied AI & Workflow Modernization (3+ Years)

Architecting AI/LLM Analytics Foundries and pioneering role-based AI tooling adoption to extract verified 30%+ operational efficiency gains—validated through live reference architectures and applied systems in production.

The core philosophy across 25+ years: Process is not bureaucracy—it is systems architecture applied to human engineering teams.

01 / Core Capabilities

Engineering process authority
forged over 25+ years.

Six foundational competencies combining deep infrastructure engineering, enterprise delivery governance, and applied AI systems.

01

Enterprise Delivery & SAFe Architecture

Directing complex cross-functional teams, orchestrating high-stakes SAFe ceremonies and PI Planning, and steering enterprise Agile Release Trains (ARTs) that deliver predictably without ceremonial theater.

02

Applied AI, LLM & AIOps Delivery

Leading technical execution for enterprise LLM analytics platforms, AI compute infrastructure, and AIOps rollouts. Deploying role-stratified AI adoption models backed by empirical throughput and cycle-time KPIs.

03

State-Machine Jira & Workflow Automation

Architecting Jira Data Center, Jira Cloud, Confluence, and enterprise tooling into automated state machines. Engineering custom triggers, automated SLA enforcement, and real-time executive telemetry that systematically cut process friction.

04

Engineering-Grounded Process Facilitation

Speaking as a systems engineer to developers, DevSecOps specialists, and infrastructure architects. Grounded in dual 4.0 Summa Cum Laude Computer Science and InfoSec degrees to ensure zero translation loss between business goals and technical execution.

05

Cleared Cloud, IaaS & FedRAMP Infrastructure

Direct technical and delivery oversight for high-security L3 SCIF facilities, complex MongoDB database migrations, multi-cloud platforms (MCMP), and FedRAMP environments operating under strict federal compliance.

06

Applied Systems Prototyping & R&D

A continuous practitioner who builds working reference architectures. Designing and deploying custom software, agentic ingestion pipelines, and lean workflow tools in Python and JavaScript to evaluate emerging tech under real operating conditions.

02 / Selected Outcomes

Enterprise delivery impact across
federal oversight, defense, and frontier tech.

Battle-tested operational execution across mission-critical defense commands, federal security agencies, and enterprise AI platforms.

Federal Oversight · Jira Data Center · AI/LLM ScalabilityDec 2023 — Present

Featured Case Study 1 · Federal Oversight Agency Contract

Scaling Delivery Architecture for an Enterprise AI/LLM Analytics Foundry.

Role: Senior Delivery Lead & AI Architecture PM

Context: Cross-functional data science, engineering, and cloud teams required unified delivery tracking, automated workflows, and standardized metrics to scale an enterprise Analytics Foundry and frontier AI/LLM initiatives.

Challenge: Disparate toolchains and manual coordination created cross-team friction and slowed cloud deployment velocity.

What I Did
Architected and led the enterprise rollout of Jira Data Center for the Analytics Foundry. Designed custom workflow automations, established data science delivery KPIs, and refactored agile cadences to bridge technical execution with program governance.
Result
Accelerated AI/LLM model scaling and infrastructure throughput, while establishing real-time delivery visibility and cutting dependency friction across distributed teams.
Discuss AI & Delivery Systems
AIOps · 30%+ Efficiency Lift · Role-Matched AIJan 2023 — Dec 2023

Featured Case Study 2 · Commercial Technology & AIOps

Role-Stratified AI Adoption: Capturing 30%+ Delivery Efficiency.

Role: AIOps Technical Delivery Lead

Context: Enterprise organizations adopting generative AI were hindered by generic blanket rollouts, tool sprawl, and lack of tangible delivery ROI.

Challenge: Without role-specific toolchain evaluation and delivery telemetry, teams experienced high context switching with zero measurable velocity gains.

What I Did
Architected a role-by-role AI evaluation matrix across engineering, QA, and operational disciplines. Benchmarked specialized tools against real SDLC cognitive bottlenecks and deployed customized workflows tied to operational KPIs.
Result
Captured a 30%+ overall organizational efficiency gain and an additional 20% throughput lift within role-specific delivery pipelines.
Discuss Role-Based AI Frameworks
Oct 2023 — Dec 2023 · Enterprise AI Compute

AI Compute Workflows & Jira Cloud Pipeline Integration

Technical Delivery PM

Jira Cloud Automation & AI Tool Integration

Integrated Jira Cloud event hooks directly with internal AI compute infrastructure and developer tooling. Eliminated manual status tracking, streamlined compute queue management, and resolved deployment friction to accelerate developer turnaround times.

Oct 2021 — Dec 2022 · Enterprise Cloud Services

AI-Enabled Multi-Cloud Management Platform (MCMP)

Transition & Transformation Tools PM

AI-Enabled MCMP · SAFe Agile Release Train

Directed the delivery team deploying an AI-enabled Multi-Cloud Management Platform (MCMP) across enterprise client environments. Optimized cloud resource allocation using an Agile Release Train (ART), achieving substantial operational cost reductions and on-schedule delivery.

Nov 2020 — Oct 2021 · Federal & Association Portals

Public-Sector & Association SaaS Modernization

SaaS Delivery Project Manager

SAFe Governance · PI Planning · Jira & Confluence

Orchestrated cross-functional delivery teams to secure formal stakeholder sign-off and deploy major public-sector portals (including US Forest Service and USGA platforms). Facilitated SAFe ceremonies, multi-team PI Planning, and Confluence documentation architectures to align public and private stakeholders.

Oct 2019 — Sep 2020 · Space Force Contract

Secure L3 Facility Construction & Space Awareness MongoDB Migration

DevSecOps & Infrastructure Delivery Lead

L3 Facility Build · MongoDB Migration · Active Secret Clearance

Directed the ground-up build of a high-security L3 IaaS facility at Vandenberg and led the zero-downtime migration of the mission-critical Space Awareness database to MongoDB. Enforced DevSecOps controls in Jira, maintaining 100% compliance with strict scope, schedule, and federal security requirements to safeguard launch operations.

Apr 2007 — Aug 2019 · Homeland Security Contract (12-Year Tenure)

FedRAMP Infrastructure Modernization & Automated SLAs

Senior Systems Engineering & Technical Delivery Lead

FedRAMP Infrastructure · Automated SLAs · Enterprise Agile Transformation

Served 12 years at the intersection of systems engineering and enterprise delivery. Led multi-subcontractor Agile transformations that increased program delivery efficiency by 20%. Engineered automated Jira SLA response engines across FedRAMP-accredited infrastructure, cutting resolution times while ensuring total security compliance.

25+ years engineering SaaS, IaaS, and AI-enabled systems across cloud and cleared environments.

03 / Staying Technical — Personal Builds & Workflow Tools

A delivery leader who still builds.
Personal tools, workflow experiments, and web plumbing.

Many delivery leaders and process advisors lose touch with the technology their teams actually use. Outside of enterprise work, I build personal tools, automate my own information workflows, publish a personal microblog, and run my own web infrastructure—applying the same process and systems mindset to everyday problems.

Lable — Minimalist Workflow Engine

Born from 25 years of watching teams drown in over-configured issue trackers. I built Lable around a strict 5-step flow — List → Assign → Build → Learn → End — as a working experiment in how low cognitive overhead and clear state transitions keep work moving.

Personal Workflow Build · 5-Stage State FlowExplore Live App ↗

Scrolz — Automated AI Signal Digest

The AI ecosystem moves too fast to track manually. I built Scrolz to automatically pull, filter, and summarize daily shifts in LLMs and developer tooling—practicing the same API automation and noise-reduction principles I bring to engineering teams.

Automated Daily Digest · Personal AI PipelineExplore Live Digest ↗

Microblog — blog.baileypc.com

A lightweight, self-hosted microblog on my own domain where I publish short-form notes on fixing broken Jira workflows, cutting team ceremony, and testing AI tools in real engineering workflows—without third-party algorithms.

Self-Hosted Microblog · Process & AI NotesRead Microblog ↗

Personal Projects, Infrastructure & Hobbies

Staying hands-on with domain infrastructure, publishing workflows, and personal data tracking.

Cloud Virtue

A domain and web-hosting storefront built on a simple conviction: professionals and businesses should own their private domain name and control their core DNS identity. Running it keeps me hands-on with registrar plumbing, DNS routing, and hosting setup.

Digital Ownership & Web Plumbing

Editorial Publishing Tool

A custom newsletter builder created to replace clunky, manual formatting steps with a clean editorial toolbar—turning a tedious recurring publishing chore into a repeatable 5-minute workflow.

Process Friction Removal

KarlGolf

In engineering delivery, you track leading indicators rather than just the final deadline. I built KarlGolf to apply that same telemetry mindset to my golf game—tracking Greens-in-Regulation and multi-round trends on the course.

Metrics Mindset Applied to a Hobby

04 / Credentials & Education

Certified Delivery Leadership.
Dual Summa Cum Laude Degrees.

Enterprise governance and cybersecurity credentials anchored by advanced academic degrees in Computer Science and Information Security.

CSMSAFe RTEPMPCISMSecurity+CompTIA A+Python & JavaScriptData Science & Cloud Computing

Master of Science (M.S.) — Computer Science & Information Security · Capella University · 4.0 GPA · Summa Cum Laude
Bachelor of Science (B.S.) — Information Technology Administration · Capella University · 4.0 GPA · Summa Cum Laude · Active Secret Clearance

05 / Connect

Initiate an
Executive Consultation.

Available for strategic advisory, 2-Week AI Delivery Audits, and fractional program leadership for enterprise engineering organizations, defense primes, and scaling tech teams.

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Schedule an Advisory Discussion

Outline your organization's delivery context or current operational bottleneck.

Inquiries route directly to Todd Bailey under standard enterprise confidentiality.