Build & Systems
AI systems built for how you actually work.
We design and build the automations, workflows, and integrations that remove friction from your day-to-day — production-grade and maintainable, not flashy demos. Your team owns everything we create.
Trusted by teams across industries
What we build
Systems that remove
friction and create space.
Automation workflows
End-to-end systems that remove the repetitive, manual work slowing your team down — built for the way your processes actually run.
AI-powered internal tools
Custom applications that put AI capability directly in the hands of your team, without requiring technical expertise to use.
Knowledge management systems
Structured systems that capture, organize, and surface your organization's institutional knowledge — making it findable and usable.
Custom integrations
Bridges between the tools you already use, eliminating copy-paste workflows and keeping your data where it needs to be.
Analysis & reporting pipelines
Automated reporting and analysis systems that turn your data into insight on a cadence — without manual pulling and formatting.
How we build
Five stages.
No surprises.
Assess
We start by deeply understanding your existing workflows, pain points, team capabilities, and constraints. A system that doesn't fit how your team works isn't a solution.
Design
Architecture before code. We design the system logic, user flows, and integration points — and you approve the design before we write a line.
Build
Iterative development with regular check-ins. You see it working early, and we refine together. No big reveal at the end.
Deploy
Careful, staged rollout with training for every person who'll use the system. We don't call it done until your team is actually using it.
Support
Ongoing maintenance, monitoring, and iteration. As your needs evolve, the system evolves with you.
Our build principles
Built to last
We build for maintainability and longevity — not to showcase technology or create dependency on us.
Your team owns it
Everything we build comes with documentation. Your team understands what it does and how to maintain it.
No hidden complexity
If something requires ongoing support, we tell you upfront. No systems that work like magic and break like magic.
What teams say
Words from the teams
we’ve worked with.
“We'd talked about 'doing something with AI' for a year and gotten nowhere. One day with IGNITE and we walked out with three pilots scoped and a clear owner on each. The Narrow step alone saved us from building something nobody needed. Practical, fast, no fluff.”
Dana Whitfield
VP of Operations, Cardinal Freight Systems
“Okay, I came in skeptical. Another workshop, right? Wrong. The energy in that room was unreal. Our team went from arguing about AI to actually agreeing on what mattered in a single afternoon. I've never seen us align that fast on anything. Honestly one of the best investments we've made this year.”
Marcus Bellamy
Chief Marketing Officer, Tidewater & Crane
“What impressed me was the rigor. Most AI conversations stay abstract. This one forced us to ground every idea in data we actually had and score it against real effort. The output wasn't a vision document. It was a 30-day plan with measurable success criteria. That distinction is why it worked.”
Priya Raghavan
Director of Strategy, Meridian Health Partners
Start building
Have a system in mind?
Tell us about the problem you’re trying to solve. Even a rough idea is enough to start a useful conversation.