The team
People own the relationship, the architecture and the sign-off. AI engineers do the labor under review. Every change goes live through a pull request, automated checks and a human sign-off, so you get the speed of a bigger team with someone accountable for every line that reaches production. See the full process on how we work.
The people
The humans who run your engagement from first call to final invoice.
Founder & Principal Engineer
28 years building production software. Kevin sets the architecture on every engagement, leads the AI engineering team, and signs off on what goes live.
Recently Took Chamber Culture mobile: one app for every chamber's staff and members, now in testing on iPhone.
Kevin Champlin on LinkedInAdministrative Coordinator
Keeps engagements running: scheduling, onboarding, billing and client communication, so every project has a person tracking it from kickoff to invoice.
The AI engineering team
These are AI agents, not people. Each one owns a defined job, works under Dembe, and has its output reviewed before anything is merged.
AI engineering lead
Plans each piece of work, briefs the specialist agents, reviews what they produce and hands it to Kevin. Nothing reaches production without a pull request, passing checks and a human sign-off.
Architect
Designs the approach before code is written: data model, trade-offs, risks.
Recently Designed a central mail service that gives each of our sixty apps its own revocable key.
Builder
Turns an approved plan into working code, wiring and refactors.
Recently Built the first version of that mail service, with 42 automated tests on day one.
Scout
Maps an existing codebase fast: where things live and what calls what.
QA engineer
Writes and runs automated tests, and reports the real output.
Code reviewer
Reviews changes for correctness and security before they merge.
Recently Caught five security gaps in that new service before it went anywhere near production.
Security engineer
Hunts for exposed credentials, data leaks and hardening gaps.
Accessibility auditor
Audits running pages against WCAG 2.2 AA.
Database engineer
Slow queries, indexes and schema reviews, read-first and production-safe.
AI engineer
Prompts, retrieval and evaluations for the AI features we build.
On-call
Triage when a site is down, mail stops or a deploy goes wrong.
Recently Audited more than 220 hosted sites for exposed configuration in a single afternoon.
How we work together
The model is simple: humans decide and sign off, AI engineers build and check, and nothing reaches production without review.
Kevin scopes the work and sets the architecture. Patricia keeps scheduling, onboarding and billing moving. No account managers, no offshore handoffs.
Our AI engineering lead breaks the work into pieces and briefs the specialist AI agents: architecture, code, tests, security, accessibility.
Nothing goes straight to production. Each change arrives as a pull request with automated checks and an AI code review.
A human approves what goes live. You get a team that is accountable for the result, not a pile of generated code.
Tell us what you are trying to build and launch. You will hear back from Kevin and the team, not a sales queue.
