Governance

An agent that acts only on what your team approved.

Most agents are LLMs wired to tools: they’ll do what they infer. conxtagents acts only on approved memory, pauses for human approval on anything consequential, and records every decision.

Ungoverned agents

An LLM plugged into your tools.

Acts on whatever it infers, with no approved source of truth
Takes consequential actions without a human gate
Learns silently, so bad patterns become behavior
Hard to say what it did, or why
conxtagents

An agent with a governed brain.

Acts only on playbooks a human approved
Consequential actions pause for one-click approval
Even learning is human-reviewed before it governs
Every decision and side effect is attributed and audited
The governed learning loop

Memory only governs after a human approves it.

The agent proposes what it learns from real resolutions. Nothing crosses into the vault the agent acts on until you approve it, and rejected memory never governs anything.

governed brain · Support agentlearning
✓ Approved by human
Proposed by the agent
pending
Refund on annual renewal
drafted from escalation #1852
rejected
Auto-refund over $500
declined, never governs
Approved vault · governs actions
governs
Restore subscription entitlement
human-approved
governs
Resolve duplicate charge
human-approved
Three lanes of action

The agent knows what it can do, and what it must never do alone.

Autonomous

Safe & read-only

Actions with no consequential side effects run on their own, grounded in approved memory.

e.g. deliver an invoice copy
Human-approved

Consequential

Anything that changes billing, access, or account state pauses for your one-click approval, with a signed, one-time token.

e.g. restore a Pro entitlement
Escalated

Never autonomous

Security-sensitive or novel cases are handed to a human. The agent stops instead of guessing.

e.g. a suspected account takeover
How every action stays safe

Guarantees, enforced by design.

Approved knowledge only

Pending memory cannot drive an action. Only human-approved playbooks govern.

Scoped execution tokens

Each approval issues a one-time token bound to a single user, team, playbook, and action.

Complete attribution

Every decision, approval, and side effect is recorded: what changed, before and after.

Rejected means never

Memory you decline is not just unused: it can never govern an action, ever.

Give your agents a brain your organization can trust.