Custom systems.
We build them. We stay.
Deconstraint builds and maintains custom AI agent systems for small businesses. We connect them to the tools you already use and install the Deconstraint Platform as the operating layer. Not a product you sign up for and configure yourself. No internal tech team required.
What an engagement covers
A custom agent system aimed at the work that piles up, connected to the tools you already use. We install the Deconstraint Platform as the operating layer, put it into production, and stay on to maintain it. Scope is set in a conversation, not from a public menu.
Every engagement includes
A custom build
We design the system around your workflows. It is not a template you click through and configure yourself.
The Deconstraint Platform
The operating layer we install: generative UI, agent clusters, and the connections that keep agents in your tools.
We stay
Maintenance after go-live. We connect via OAuth, APIs, and MCP — CRM, email, calendar, billing, marketing — and keep the system working as the business changes.
Common questions
Do I need a technical team?
No. That's the point. We build the system, connect it to your tools, and maintain it. You describe the work. Your team uses the output.
How long until it's live?
Most deployments go live within 2 weeks of onboarding. The first agent cluster is typically running inside your tools within 10 days.
Is this something I sign up for and configure?
No. We build the system, install the Deconstraint Platform as the operating layer, connect your tools, and stay on to maintain it.
Can you connect to my existing tools?
Most likely yes. We connect via OAuth, REST APIs, MCP, and direct integrations. If your tool has an API — CRM, email, billing, calendar, marketing platform — we can wire it in.
What's the RSI learning layer?
RSI stands for Recursive Self-Improvement. Every interaction, correction, and outcome feeds back into your agent system. Month 3 is measurably better than Month 1 because the agents have learned your specific business context.
What if I want to start smaller?
Take the free assessment. We'll tell you honestly what a first engagement should cover — and whether you're ready. No pressure.
What's under the hood?
An open agent runtime connects models to your tools. That runtime is OpenClaw. You don't manage it. You work with the system we build and maintain on the Deconstraint Platform.
Not sure where to start?
Take the free assessment. 30 minutes. We'll map what's needed and what a custom system would cover first.
Take the Free Assessment