Born here
Build here.
Define the role in business language; Kordana turns it into a production unit: structural limits, certification before operating, probation and a full lifecycle out of the box.
AI FLEET MANAGEMENT
For the business, an AI agent is an operating unit. Manage it like one.
Kordana is the control plane for fleets of AI agents: design and build them with governance from day one, or operate the ones you already run — with business visibility, human escalation and real operational control.
No migration required. Your agents stay where they are — under control.
Fleet spend (today)
$13,520
/ $18,900 budget
Open escalations
6
3 waiting on decision
Fleet SLA
97.2%
target 96%
Units — Customer support
24 active| Unit | Role | Owner | Spend | KPI | Status |
|---|---|---|---|---|---|
| UNIT-012 | Tier 1 | M. Salas | $212 | 98.4% | Operating |
| UNIT-019 | Returns | J. Ortega | $174 | 91.2% | Supervised |
| UNIT-031 | Billing | L. Mendoza | $156 | 99.1% | Operating |
Build them in Kordana — or connect them from wherever they run:
- LangGraph
- CrewAI
- Vertex AI
- Amazon Bedrock
- Copilot Studio
- OpenAI
- your own code
01·The problem
Agents multiplied. Management didn't.
How many agents run in your organization today — and who's accountable for each? How much do they cost and what do they produce? Who stops the one failing right now?
This isn't solved by building better agents. It's solved by operating them.
02·Positioning
Observability tells you what happened. Kordana tells you if it worked — and what to do about it.
Every agent has a Role: mission, limits, KPIs and budget. Everything is measured and controlled against that contract.
Role · Unit
OperatingUNIT-023
Collections · Tier 1 · Spanish
- Human owner
- C. Vidal
- Budget
- $340 / $500
- KPI (recovery)
- 94.1% / 92%
- Hard limit
- Do not promise discounts
MissionLimitsKPIsBudgetHuman owner
03·What it does
Four surfaces. One control plane.
Control room
Your fleet grouped by business, with an operational status. The screen you take into the meeting.
Escalation inbox
When an agent hits its limit, the case escalates to your team with full context. Cases, not chats.
Real control
Stop/play, emergency freeze, supervised mode, approval for sensitive actions. Commands, not charts.
Fleet payroll
Actual cost per unit and group vs. budget, in financial language. With automatic consequences on overage.
04·Build or operate
Born in Kordana or brought in from wherever they run: one single fleet.
Brought in from where they run
Connect your own.
Register your fleet free, observe it with your existing telemetry and raise the management level unit by unit — all the way to full control.
Do you know how many agents run in your organization? Kordana does — it surfaces the ones running off the map.
- Human owner on every object
- Immutable audit of every action
- Your inference in your cloud (BYOAI)
- Your traffic never goes through Kordana
Your fleet already exists. What's missing is the control plane.
Setup in an afternoon. Your agents won't notice — until you need to stop one.