01
Agentic back-office operations
Email, calendar, invoicing, cash visibility, records, project routing, approvals, and status reporting as governed workflows.
Operate · CG&AI
Give critical workflows a named owner, visible controls, and a dependable cadence.
CG&AI stabilizes and runs work spread across tools, teams, and providers. Queues, sources, approvals, exceptions, and unresolved risks remain visible while humans retain authority over consequential actions.
Operating work is where promising systems become dependable—or quietly fail. CG&AI can run the workflow, coordinate specialist roles, maintain controls, and report against the outcome while the client retains visibility and authority.
Managed does not mean opaque. Sources, decisions, exceptions, approvals, and unresolved risks remain visible. The operating model is designed for continuity and, when appropriate, a controlled transfer to the client team.
When to call us
01
A critical workflow has no reliable owner across tools, teams, and outside providers.
02
Senior judgment exists, but the organization lacks execution capacity or operating rhythm.
03
Automation is producing activity without enough control, visibility, or accountability.
04
A newly built system needs disciplined live operations before it can be transferred.
Where we work
Managed execution with visible ownership and human authority.
02
Workflow orchestration & governance
Clear routing, permissions, review gates, escalation logic, and separation between proposed and consequential actions.
03
QA, release & live operations
Testing, deployment, monitoring, incident response, content releases, and operating continuity.
04
Reporting & continuous improvement
Outcome tracking, exception analysis, capacity review, control evidence, and prioritized iteration.
At a glance
What to expect from Operate.
Best when
A critical workflow crosses tools, teams, or providers without one dependable owner, cadence, or exception path.
You receive
Named operating ownership, visible queues and approvals, control evidence, and an action-oriented operating report.
How it starts
Begin with the queue, handoffs, current service level, authority boundaries, failure modes, and accountable people.
Operating model
From unstable workflow to dependable operating cadence.
01
Baseline
Define the service level, control requirements, current failure modes, and accountable parties.
02
Stabilize
Create the cadence, queues, review gates, escalation paths, and reporting needed for dependable work.
03
Run
Operate the workflow with visible ownership, documented exceptions, and human authorization where required.
04
Improve or transfer
Strengthen the system over time or hand it over with evidence, documentation, and trained owners.
Human-in-the-loop controls
Control starts before automation is allowed to act.
AI-assisted operations are safest when authority, evidence, exceptions, and reversibility are designed into the workflow before any tool is given production responsibility.
01
Authority boundary
Classify each action as draft, recommendation, internal update, external message, filing, payment, release, or obligation change. Consequential actions require explicit human approval.
02
Evidence record
Keep the source, version, owner, assumption, and decision state visible so reviewers can tell why a proposed action exists and what remains unresolved.
03
Exception path
Route low-confidence, mismatched, overdue, sensitive, or policy-bound work to a named owner instead of letting the system smooth it into normal throughput.
04
Reversibility
Define how approvals, changes, messages, records, and handoffs can be paused, corrected, rolled back, or explained after the fact.
Control questions
- What actions may automation prepare but not approve?
- Which signals require escalation before work continues?
- Who owns the queue, the exception log, and the operating report?
- What evidence is preserved for review, audit, or transfer?
- How does the workflow stop cleanly when the control model fails?
What remains when we leave
See what is moving, blocked, approved, and improving.
Deliverable
Managed workflow
A named operating owner, documented cadence, and clear responsibility for completion.
Deliverable
Control evidence
Review records, exception handling, source lineage, and escalation history.
Deliverable
Operating report
A practical view of throughput, blockers, decisions, risk, and the next improvement.
Related proof
Representative work without client identities.
Is important work moving without one accountable operating owner?
Show us the queue, handoffs, service levels, approvals, and recurring exceptions. We will recommend a stabilization, managed-run, or transfer plan.