01
Agentic System Builds
We design and build production-ready agentic workflows, LLM pipelines, and AI-native tools scoped to your stack, your data, and your constraints.
AI Consulting & Engineering
Bridge
The
Gap.
Most AI initiatives fail between the whiteboard and production. We have shipped systems that cannot fail. Now we help your organization do the same.
A&D
Aerospace & Defense Systems
Systems built for environments where failure is not an option
ML
Graduate ML Research
Frontier AI/ML engineering and production agentic systems
0->1
We Have Done This Before
From first proof of concept to production-grade deployment
The Problem
The hype cycle is real.
So is the wreckage.
Every company is "implementing AI." Most are buying tools, running pilots, and calling it transformation. Few are shipping systems that actually work at scale because there is a canyon between an LLM demo and a production-grade agentic workflow.
We have built on both sides of that canyon. We know what falls in.
- Vendors selling demos, not deployments
- Consultants who have never held a production pager
- Technical teams without AI/ML depth to execute
- Executives making decisions without real AI literacy
- Proofs of concept that never become products
- Agentic workflows that break in the real world
What We Do
Built by operators.
Delivered like engineers.
We do not do slide decks and strategy memos. We embed, build, and ship, or we train your team to do it themselves. Every engagement is scoped to deliver something real.
02
Fractional AI Leadership
Embed an experienced AI engineering leader in your team without the 18-month hiring cycle. We lead, architect, and deliver alongside your existing engineers.
03
AI Strategy & Audit
Where are you wasting money on AI? Where is the real leverage? We assess your current stack, identify gaps, and deliver a grounded roadmap.
04
Executive AI Education
Help leadership make confident, informed AI decisions. We translate the technical realities of LLMs, agents, and AI systems into the language of strategy and risk.
05
Technical Team Upskilling
Hands-on, curriculum-driven training for engineering teams. We build their AI/ML fluency from the ground up: practical, applied, and tested in production.
06
Company-Wide AI Adoption
From the boardroom to the individual contributor, we design and run organization-wide AI transformation programs that actually change how people work.
Who We Are
Operators first.
Consultants second.
Co-Founder
Thomas Rizzie
Engineering Leader / Aerospace & Defense Systems / ECE
Built and led engineering teams in environments where the cost of failure is measured in something other than lost revenue. Defense and aerospace-grade systems thinking, applied to the AI stack.
- Current Engineering Leader
- Aerospace and defense systems background
- B.S. Electrical & Computer Engineering
- Production AI systems, high-stakes environments
- Deep expertise in LLMs, agentic tooling, and system architecture
Co-Founder
Javier Garcia
AI/ML Engineer / Graduate ML Research / Agent Builder
Trained at the frontier of machine learning research and has shipped production agentic systems. Understands AI not as a product category but as a set of engineering primitives.
- Graduate-level AI/ML research
- Production agentic system deployments
- LLM evaluation, fine-tuning, and pipeline architecture
- Deep research background in modern ML
- Tooling, orchestration, and agent workflow design
How It Works
No retainers for retainers' sake.
01
Discovery Call
30 minutes. We listen first. You tell us what you are trying to do, what is blocking you, and what you have already tried. No pitch deck.
02
Scoping & Proposal
We define a clear, bounded engagement. Deliverables, timeline, cost. No ambiguity. If we cannot scope it cleanly, we will tell you that too.
03
Embedded Execution
We work inside your team, in your tools, on your stack. You have direct access to us, not an account manager.
04
Handoff & Independence
We build for your ownership. Documentation, training, and a team that can run without us. The goal is your independence, not your dependency.
AI Education Programs
Real AI literacy. For every layer.
We do not believe in one-size-fits-all AI training. A board member needs different things than a senior engineer. We design programs for the actual human in the room.
C-Suite & Board Members
Product & Engineering Leaders
Software Engineering Teams
Non-Technical Staff & Operators
- 01Popular
How LLMs Actually Work
Demystify the technology without dumbing it down. Build accurate mental models. - 02Technical
Agentic Systems: Design & Failure Modes
What agents can and cannot do. Where they break. How to build reliable pipelines. - 03Leadership
Evaluating AI Vendors & Tools
How to cut through marketing and assess tools against your real requirements. - 04Hands-On
Prompt Engineering & Context Design
Hands-on techniques for getting reliable, production-grade outputs from LLMs. - 05Executive
AI Risk, Compliance & Governance
Legal exposure, model risk, and the frameworks boards and executives need to know. - 06Culture
Building an AI-Native Team Culture
Adoption playbook, change management, and how to move fast without chaos.
Let's Talk
Stop piloting.
Start shipping.
30 minutes. No pitch. Just an honest conversation about where you are, where you want to be, and whether we are the right people to help.