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SECURITY + CONTROL

Let agents act without giving up control.

Choose what agents can access, what they can remember and which actions need your approval. Keep the work visible.

ApprovalsAccessMemory controlsAuditabilityPrivacyHuman handoff
CONTROLWorking
Let the agent work, but ask before external writes.
1
Read toolsAllowed
Done
2
MemoryControlled
Done
3
External writeApproval required
Ready
RESULTBoundaries applied
MEMORYContext recalled
ACTIONApproval when needed

PERMISSIONS

Give the job enough access — not unlimited access.

The safest useful agent is scoped to what it actually needs.

01

Tool access

Choose which connected systems each agent can use.

02

Approval gates

Require review before sensitive or consequential writes.

03

Human escalation

Make handoff part of the design for cases that need judgment.

VISIBILITY

See what the agent knew and did.

Control improves when actions and context are inspectable.

01

Work history

Review tasks, calls and actions.

02

Memory controls

Correct useful context and decide what should persist.

03

Outcome records

Track what the job actually produced.

CONTEXT THAT COMPOUNDS

Gets smarter as it works.

Decibyl can bring useful context from previous work into the next job—people, decisions, preferences and documents—while keeping corrections and control in your hands.

PERSONDana approves final terms
DECISIONUse the annual plan
PREFERENCEKeep reports concise

START WITH SOMETHING REAL

Useful autonomy needs visible boundaries.

Give agents room to handle routine work while people keep authority where it matters.