AI agents designed with rules, boundaries, and governance.
We build ChatGPT-based agents that behave more like engineered systems than one-off prompts: scoped, predictable, and safe under real-world edge cases.
Most “agents” are impressive in a demo — and fragile in practice.
Many AI agents are effectively long prompts with a friendly interface. That works until the work gets messy: edge cases, missing inputs, longer tasks, or sensitive decisions.
When behaviour isn’t governed, failure modes show up fast: hallucinations, boundary drift, inconsistent outputs, and answers that sound confident even when they shouldn’t.
Predictable help that won’t go off-script.
- Clear limits and scope
- Consistency across repeated tasks
- Safe behaviour under uncertainty
- Outputs that can be checked and trusted
The model isn’t the problem. Lack of structure is.
AgentVon agents run on familiar models (like the ones behind ChatGPT). The difference is what we wrap around them: a disciplined operating framework that governs behaviour turn-by-turn.
Declared scope
Each agent has an explicit scope. If a request falls outside it, the agent won’t “wing it” — it will refuse and tell you what’s missing or what it can do instead.
Rules with precedence
Behaviour is enforced through explicit, versioned rules with a governance layer. Relevant rules are selected per interaction, with precedence to resolve conflicts.
Quality checks
Agents are encouraged to surface assumptions, highlight uncertainty, and respond to checks. The goal is dependable work, not persuasive output.
Prompt-built agents vs governed agents
A calm comparison focused on behaviour — not hype.
- Behaviour is implicit and hard to audit
- Boundary drift across follow-ups
- May guess under uncertainty
- Fragile under longer-running work
- Hard to keep consistent across versions
- Explicit rules and declared scope
- Refuses outside scope instead of guessing
- Governance + precedence for predictable behaviour
- Designed for real workflows, not demos
- Versioned behaviour you can improve over time
Try governed agents in practice
Our beta agents are free to use. They’re not the limit of what we build — they’re simple demonstrations of what governed behaviour looks like in the real world.
- Clear boundaries and refusal when needed
- Consistent structure across responses
- Less “confident guessing”, more clarity
- Helpful prompts for missing information
Human-first by design
AgentVon agents support decision-making — they don’t replace it. They do not execute real-world actions, make irreversible decisions, or act as domain authorities (such as legal, medical, financial, or tax judgment).
Want a governed agent for your business?
If you can describe the workflow and the constraints, we can help you define scope, rules, and risk tolerance — then build an agent that behaves predictably.