Automation Engineering
Systems that
ship themselves.
We design and build the Python, AI, and API-based systems that run your operations — pipelines that don't break, agents that don't hallucinate, integrations that just work.
What we build.
Six disciplines, wired together as one continuous route from problem to production.
Python systems
Services and data layers built for correctness first.
Applied agents
LLM agents scoped to real tasks, with guardrails and evals.
API systems
Connecting the tools you run without duct tape.
Data pipelines
Ingestion and sync jobs that are idempotent and retry on failure.
Workflow automation
Replacing manual process with systems that run themselves.
Internal tools
Purpose-built dashboards for the people who run your business.
How an engagement runs.
One route, five nodes. Every stage hands off cleanly to the next.
Find the bottleneck.
We map the current process and define success in numbers before anything is designed.
Spec the route.
Architecture, data flow, and failure modes — reviewed with your team before code ships.
Ship every week.
Short, visible iterations — working software, not a deck at the end.
Go to production.
Deployed with monitoring and rollback in place from day one.
Keep it running.
We stay on to monitor, patch, and extend the system as your business changes.
Built to show, not just tell.
No client roster yet — so instead, three working systems we built ourselves. Every one is live and demoable on a call.
Inbound leads land, get enriched, and route to the right inbox automatically — no manual triage.
Drafts context-aware replies from a mailbox, with a human approving every send before it goes out.
Pulls raw data on a schedule, cleans it, and ships a formatted report with zero manual steps.
Three ways to work with us.
Pick the model that matches your scope. All engagements start with a diagnose phase.
Fixed scope
A single system, defined and shipped in 2–4 weeks.
- One system, one owner
- Fixed price, fixed timeline
- 2 weeks of post-launch support
Dedicated team
A small embedded team shipping continuously for a quarter.
- 2–3 engineers, quarterly
- Weekly ships, open backlog
- Direct Slack access
Ongoing retainer
We operate and extend your systems indefinitely.
- Monitoring & on-call
- Monthly roadmap review
- Priority response SLA
We're taking on our first few clients now. Work with us early and get direct founder access, closer collaboration, and better rates — in exchange for being a case study we can point to.
Small on purpose.
We're a small engineering team focused on shipping reliable AI systems. Instead of juggling dozens of clients, we work closely with a handful of companies to automate real business processes — from APIs and internal tools to AI assistants and reporting pipelines. We're early, which means every project gets founder-level attention.
Every engagement is staffed by the two of us — no bench, no bait-and-switch. That's the trade-off of working with a team this early: closer attention than you'd get anywhere else.