Solutions / Enterprise
One agent is a demo.
Fifty is an operation.
The hard part of agents at scale is not capability. It is boundaries, evidence, and cost — knowing what ran, who permitted it, what it touched, and what it spent.
01Pilots work, then never survive contact with a risk review.
The demo impresses everyone. Then security asks what it can reach, legal asks who approved the action, audit asks for the record, and the honest answer is that the tooling was never built for those questions.
What Apteva does
Permissions, approval gates, and a readable record are properties of the platform rather than something assembled afterwards. The review questions have answers before they are asked.
Where you stay in control
Approval is a real gate, not a notification. The agent waits, and the record shows who let it through.
How it runs
- 1Scope each agent explicitly: the tools it may call, the data it may reach, the actions it may take alone.
- 2Put named categories of action behind human approval — anything that moves money, touches a customer, or changes access.
- 3Record every tool call, its inputs, its result, and who approved it, in a form a non-engineer can read.
- 4Contain the blast radius per project, so one agent's permissions are not the whole organisation's.
- 5Test changes against representative situations before they reach anything live.
02Customer data cannot go into someone else's cloud.
Residency rules, sector regulation, or a contract with your own customers. The capability is not the blocker — the deployment model is, and most agent platforms only offer one.
What Apteva does
Run it on your own infrastructure, in your own region, against the models you approve. Self-hosting is the default posture rather than an enterprise upsell.
Where you stay in control
There is no vendor-side copy of your data by design. Where it runs is a decision you make and can change.
How it runs
- 1Deploy on your servers or your cloud account, in the jurisdiction you need.
- 2Choose which model providers are permitted per agent, including models hosted inside your own network.
- 3Isolate tenants and teams on separate instances where separation has to be structural, not just logical.
- 4Keep integrations pointed at your own systems, so data does not transit a vendor to reach them.
- 5Back it up and restore it yourself. The state is yours and it is portable.
03Nobody can say what the agents actually did, or what they cost.
Once there are more than a handful, the questions get harder: which agent touched this account, why did spend triple last month, is anything running that nobody owns.
What Apteva does
Activity, results, and running cost stay visible per agent and per project, continuously — so oversight is a dashboard rather than an investigation.
Where you stay in control
Anyone accountable can see what is running without reading logs or asking an engineer.
How it runs
- 1Surface every agent's current responsibility, recent activity, and state in one view.
- 2Attribute model and tool spend per agent and per project, as it happens rather than on the invoice.
- 3Keep an inspectable trail of tool calls and results, so a specific action can be traced to its trigger.
- 4Alert on agents that stall, loop, or drift from the cost envelope you set.
- 5Report in terms a business owner can act on, alongside the detail an engineer needs.
What changes
Agents that pass review, run where your data is allowed to live, and can be accounted for one by one.