Hand off routine business work without giving up control.
A production AI operating layer that accepts plain-English requests, routes work to the least expensive capable model, connects to business systems, and pauses for human approval before risky or costly actions.
The business problem
The business problem
Owners lose time coordinating routine work, checking status, pulling numbers and operating disconnected software. Adding staff is expensive, while most software still needs someone to drive it.
What was built
PlanckCyber built an AI COO that sits above business systems and acts as a digital operator. A user gives it a task in plain English; the system determines the work, chooses an appropriate model, performs read-only or approved actions, and reports back with a complete activity record.
Business outcome
What this system is designed to improve.
Give one request instead of manually operating several tools.
Use the least expensive model capable of completing the task correctly.
Require explicit approval before actions that spend money or change business systems.
Log what was requested, decided, approved and executed.
System map
How the workflow fits together.
The architecture is shown to make the work visible—not to turn the page into a technology diagram. The business outcome remains the reason for the system.
Capabilities
What the system can handle.
Cost-aware model routing
Automatically selects the cheapest capable model and escalates only when the task requires it.
Private model option
Simple or sensitive requests can stay on a private, on-site model.
Business system connections
Reads financial reporting and can launch approved lead-generation and outreach activity.
Approval gates
Costly or risky actions stop for explicit owner approval first.
Activity logging
Every task and action is recorded for traceability.
Budget controls
Daily, monthly and per-task spending caps keep AI usage predictable.
Controls & safeguards
Automation only works when the business can trust the boundaries.
- Explicit approval before risky or costly actions
- Read-only financial access where money or records must not be changed
- Bypass and stale-approval protections
- Nightly backups with verified recovery
- Secure owner-only access
What this demonstrates
A digital operator can take routine coordination off the owner’s plate while keeping spending, authority and consequential actions under human control.
Client-identifying information and sensitive operating details are omitted or generalized where necessary.
Have a similar operating problem?
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