Solutions · Operations & IT

Operations & IT AI agents

IT support tickets, infrastructure alerts, and workflow approvals handled across disconnected systems. After: monitoring, remediation, and escalation agents coordinated through one fabric — self-healing before your team wakes up.

Mean time to resolution cut 50%Proactive detection, not reactive ticketsSelf-healing on known failure patterns
The team you're hiring

Every role is a hire you could explain to your CFO.

A working team from day one — not a demo. Each role has a job description, clear responsibilities, and a manager watching its work.

Cloud Spend DeskA 9-role team · always on
Cost analystAI

Spots the anomaly and proposes the fix in the same pass

Compliance vetoFixed rules

Blocks any change that would breach data residency or encryption rules

Tuning deskFixed rules

Applies approved savings directly to your cloud accounts

Drift detectionFixed rules

What your infrastructure plans say vs what's actually running

Budget governanceFixed rules

Every dollar tagged; daily budget, forecast and overage alerts

Your platform teamYour team

SRE on risky changes; CTO on anything touching data

Cloud bills grow by default — idle resources, oversized instances, expired commitments. This desk applies the safe 80% of savings automatically and routes the risky 20% to your people with full context. Cost optimisation can never become a compliance violation.

Order-to-Ship DeskA 16-role team + robots

The fourth kind of team member — robot pickers, inspectors and loaders working the same governed playbook as everyone else.

Planning DeskA planning team

The schedule re-optimises continuously; your planner approves anything major.

For your engineering team: pipx install create-leafmesh && create-leafmesh my-mesh --template infra-cost-ops

How the work flows

Like your best-run team —
handoffs, reviews, sign-offs.

The cost analyst spots an anomaly and proposes the fix in the same pass. Safe savings apply automatically; anything touching data always goes to your SRE first. A compliance veto sits in front of every change — a tune that would move regulated data to the wrong region is blocked before a human even has to think about it. Weekly reviews keep your reserved-capacity commitments honest, drift detection keeps your infrastructure records truthful, and every dollar stays tagged and forecast.

In every deployment, from day one
Tamper-proof audit trail

Every decision logged, attributable, and ready for your auditors.

People approve the big calls

Customer-facing and money-moving actions wait for human sign-off. Always.

Work arrives from anywhere

Email, chat, schedules, your existing systems — every road leads in.

Fits what you already run

Connects to your CRM, ERP and tools — no rip-and-replace.

See it run on your operations & it workload.

Half-day problem workshop — map your highest-value operation, walk away with a plan.