Senior engineers who embed with your business to automate manual work, build internal AI tools, and train your team to use them well — without the cost and delay of hiring a full in-house AI department.
These examples come from work completed by the founding team across prior roles and engagements. They show the kinds of systems we ship in production.
Automated bank reconciliations, invoice processing, data entry, reporting, and cross-system transfers across a government contractor and a national nonprofit. Eliminated thousands of hours of manual processing annually.
Built a full AI product line: an advisory platform that tests content against simulated audiences before it ships, a system that measures how AI assistants perceive and recommend brands, competitive intelligence feeds, and a writing engine tuned to each client's voice. Every product solo-built and in production.
Indexed 30,000+ documents and built an internal search tool that lets teams ask questions in plain language and get accurate answers from their own documentation. One version performed well enough that leadership began scoping it as a product for the IRS.
Built a workspace that brings code, image, and video generation into one surface with a brand layer that keeps every output aligned to client briefs, tone, and visual identity. Teams generate concepts, create channel-specific variants, and reproduce results consistently across models.
You need a team that stays current, picks the right opportunities, and ships systems that make sense for your business. We operate as your fractional AI department: a senior engineering bench spanning AI products, infrastructure, testing, and data. We embed, build what matters, and transfer knowledge so your people can run the systems without us.
From intake processing and customer routing to reporting and repetitive ops work, we build intelligent automations that give your team hours back every week.
Custom internal tools built around how your business actually works, trained on your context, integrated with your systems, and usable by people who are not engineers.
Already running automation or internal tools? We rebuild brittle systems into adaptive ones that handle exceptions, evolve with your workflows, and stop needing constant babysitting.
We build pipelines, dashboards, and reporting systems that turn scattered spreadsheets and disconnected tools into clear operational intelligence.
We look at your workflows, team bottlenecks, and existing systems to identify where AI or automation can create immediate business value.
We ship practical systems that fit your environment, integrate with your tools, and solve real operational problems — not demos that never get adopted.
Your team learns to use and maintain the systems we build so you grow internal capability instead of creating a dependency.
Not theorists. Not consultants reading from a playbook. Every person on our team has built production systems at real companies and knows how to make AI work inside a business, not just in a demo.
From enterprise RPA to production AI systems, Jesse builds the tools that make businesses move faster without turning operations into a science project.
Sam brings large-scale systems rigor to AI deployments, turning ambitious ideas into infrastructure that is fast, reliable, and ready to scale.
Joey builds the quality rails that keep production calm: automated tests, resilient CI/CD, and the confidence to ship without crossing your fingers.
Adam turns messy data into clear answers through modeling, pipelines, and the analytical rigor that separates instinct from evidence.
Not ready for a full engagement? Start with a workshop. AI is not just for engineers. We run hands-on training that gives your people the skills and confidence to work with AI right away, whether they are in ops, support, marketing, analytics, or engineering.
Practical training for sales, ops, marketing, and support so each department can use AI to move faster and make better decisions starting tomorrow.
For technical staff who need to go from zero to real workflows, assistants, automated reports, and AI-powered internal tools through guided implementation.
Your team brings real problems and we solve them together. Stay current, get unstuck quickly, and build AI fluency over time instead of trying to absorb everything at once.
Want a workshop for your team? Email your team size, audience, and goals and we will recommend the best format.
Inquire About WorkshopsYou get access to a senior engineering team that can scope, build, and support AI and automation systems without hiring a full in-house department. We embed with your team, execute, and transfer knowledge as we go.
A single mid-level AI engineer costs $180k+ per year fully loaded. A fractional model gives you a full team across engineering, infrastructure, QA, and data — with no recruiting delays and no long-term commitment required.
Yes. Many teams come to us before they have a clear AI roadmap. We help identify practical use cases and build from there — you do not need to know what to build before you call.
No. We work alongside your team, accelerate execution, and transfer knowledge so your internal capabilities grow over time. The goal is to make you less dependent on us, not more.
Common examples include workflow automations, internal AI assistants, reporting pipelines, data infrastructure, operational dashboards, and decision-support tools.
In 30 minutes we look at your current workflows, identify the highest-value opportunities, and recommend a practical starting point. No jargon, no inflated promises, no pressure.
Review your current workflows and bottlenecks
Identify the highest-value AI opportunities
Map a practical starting point together
30-minute strategy call. No jargon. No pressure. Just a clear picture of where AI fits in your business.