Make your tools work together.
Connect the systems you already depend on. Replace repeated copy-and-paste, scattered handoffs, and manual reporting.
Put your repetitive work on a better system.
Custom software, useful AI, and connected tools—built around the way your business actually runs.
A structured lead, a proposed next action, and a response ready for review.
No message goes out without the permission you set.
Start with the task that keeps stealing attention. We’ll work backward from the result you need.
Connect the systems you already depend on. Replace repeated copy-and-paste, scattered handoffs, and manual reporting.
Build an assistant around an actual workflow, with explicit permissions, review points, and a record of what happened.
A useful internal tool, a reliable API connection, or a focused repair to the software holding your team back.
A useful first project should earn the next one.
We define one problem, agree on what success looks like, and build a bounded solution you can inspect before deciding what comes next.
Tell us what slows you downScope, price, and acceptance criteria are agreed before implementation.
The outcome, boundaries, tools, and decisions that stay with you.
A focused solution built for the agreed workflow.
A demonstration and verification against your acceptance criteria.
Rollback instructions and what to do if something fails.
Documentation, ownership, and a clear next-step recommendation.
Automation is useful when the result is trustworthy—and someone is accountable for it.
Walk through the real task, the current tools, and the exceptions. Decide what is worth automating.
Keep the first scope focused. Make permissions, costs, and review points explicit.
Review actual results, recovery steps, and documentation. Expand when the pilot earns it.
Direct Autonomy Systems is an independent software and AI engineering practice.
I’m Cameron Marriott. I build systems with a simple standard: being busy is not the same as making progress. The work should leave you with a useful result and evidence you can inspect.
Explore my public engineering workYou receive an agreed deliverable, a way to verify it, and a person responsible for the handoff.
No. Start with the task, the tools you use, and what keeps going wrong or taking too long. We’ll use that to identify a useful first scope.
That is the starting point. We’ll check available integrations and access before recommending a solution or a replacement.
Only within the permissions explicitly agreed for your project. Approval checkpoints are part of the design, not an afterthought.
You receive the agreed implementation, verification evidence, recovery instructions, and documentation. Further work is a separate decision based on what the pilot demonstrated.
Tell us the task, the tools, and where things get stuck. A short description is enough to begin.
founder@directautonomy.comNo credentials or confidential customer information, please.