Use cases

Give an AI workforce a business objective.

Ceez applies enterprise understanding, coordinated AI workers and governed execution to real business processes. These are examples of the range. Any objective with a target, a limit and an approver fits.

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By function

Objectives across the business.

Business objective, the crew that does the work, and where people stay in control.

Finance

Close the books faster.

Problem: Accounts, entities and counterparties are named differently in every system, so matching becomes a search for the disagreement.
The crew: “Reconcile the accounts, post the routine entries, and bring me only what needs a decision.”
Systems: ERP, general ledger, bank feeds, expense system
Human control: Entries over the limit need two approvers.
Outcome: Differences arrive with the evidence attached, and every entry can be replayed for an auditor.

Customer operations

Resolve customer issues end to end.

Problem: Customer, product and contract records sit apart, so the first reply is rarely the informed one.
The crew: “Triage today’s tickets, resolve the routine ones, and route the rest with the context attached.”
Systems: Support desk, CRM, billing, knowledge base
Human control: Anything past the refund limit goes to a person.
Outcome: Context is attached before an agent opens the ticket.

Supply chain

Detect and resolve exceptions.

Problem: A late delivery is hard to trace to the orders it actually threatens.
The crew: “Rank next week’s supplier risks and tell me what to expedite.”
Systems: ERP, warehouse system, supplier portal, planning
Human control: Planners approve every expedite.
Outcome: Disruption is traced to the orders it affects, and expedites wait for approval.

IT operations

Investigate and remediate incidents.

Problem: Alerts arrive without the services and owners they affect.
The crew: “When an alert fires, add the context, run the checklist, and draft the ticket.”
Systems: Monitoring, IT service management, asset inventory, identity provider
Human control: Production changes always need approval.
Outcome: Every step is recorded, and the write-up is drafted from it.

Security

Investigate and respond to threats.

The crew: Adds the context to a suspicious event and runs the checklist.
Human control: Anything past a limit stops and asks its named approver.

Revenue operations

Identify and recover revenue leakage.

The crew: “Find the big accounts at risk, explain why, and sort out the retention offer.”
Systems: CRM, billing, support desk, product usage
Human control: Anything above the offer budget comes to you with the reasoning.
Outcome: Offers within budget go out on their own.

HR

Automate employee operations.

The crew: “Prepare next week’s new starters, request the access they need, and flag anything unusual.”
Systems: HR system, identity provider, IT service management, payroll
Human control: Access outside the standard role needs a manager’s approval.

By industry

Built for the way your industry works.

The same platform, applied to each industry’s own objectives.

Telecom

Work the incident queue at network scale.

“When an incident comes in, add the context, work the checklist, and draft the write-up.”

Financial services

Close the books without the overnight fire drill.

“Match yesterday’s transactions, flag anything over the limit, and get it ready for sign-off.”

Manufacturing

See the disruption before the customer does.

“Rank supplier risk for next week’s build plan and tell me what to expedite.”

Healthcare

Prior authorization a nurse can sign off.

“Sort the prior-auth requests, gather what is missing, and send the tricky ones to a nurse.”

Retail

Stop stockouts before the shelf is empty.

“Find the stores most likely to run out this week and tell me what to reorder.”

Technology

Triage the alert queue.

“When an alert fires, add the context, run the checklist, and draft the ticket.”

The same platform applies to: insurance, public sector, life sciences, energy and utilities, transport and logistics, travel and real estate.

Start with one business objective.

Bring the work you want AI to perform. We will show you how it would run.

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Get started

Give Ceez one objective.

See how Ceez turns a real business objective into a working, governed AI workforce. A Ceez engineer uses the FDE Workbench to understand your environment, ground the objective and show you how it would run, with controls from day one.

A 45-minute walkthrough with an engineer
Your objective, scoped against your own systems
Your environment: your cloud, your data center, or air-gapped
Your controls, from day one

Prefer email? Write to info@ceez.ai