Managed AI Agent Services
We run, monitor and secure your enterprise AI agents: access control, audit logs, guardrails, cost tracking and human review, so agents stay safe and useful after launch.
What managed AI agents means
Launching an AI agent is the easy part. Keeping many agents reliable, secure and cost-effective as models, data and business rules change is where most teams struggle. With managed AI agents from Netcloud Consulting, our team operates your agents as a service: we monitor every run, fix failures, update prompts and models, and enforce the security and governance rules your business needs.
We manage agents we build and agents built by your team or other vendors, on n8n, LangChain, LangGraph, CrewAI, OpenAI, Anthropic Claude and open-source models.
What is included
- Monitoring and alerting: success rates, latency, errors and unusual behaviour for every agent.
- Guardrails: allowed actions, spend and data limits, and mandatory human approval for sensitive steps.
- Access control: least-privilege credentials and per-agent permissions to data and tools.
- Audit logs: a searchable record of every input, tool call and decision.
- Evaluation: regular tests against real cases before any model or prompt change goes live.
- Cost management: token and infrastructure spend tracked per agent and workflow.
Why choose Netcloud Consulting to manage your agents
- Production experience: we build and operate agentic AI systems for commerce and enterprise teams.
- Security by design: secrets management, data minimisation and private deployment options.
- Clear SLAs: response times for incidents and agreed change windows.
- Governance aligned to your policies and to frameworks such as the NIST AI RMF and ISO/IEC 42001; see our guide to ethical AI in the enterprise.
Securing enterprises that run multiple AI agents
When several agents share data and tools, risks multiply: an agent may see data it should not, take actions beyond its role or be manipulated through prompt injection. We design a security layer across all your agents:
- Identity per agent with scoped API keys and role-based access to systems.
- Data access policies that limit which records and fields each agent can read or change.
- Prompt-injection and output filtering for content from emails, documents and the web.
- Kill switches and rollback to pause an agent or undo its changes quickly.
Operating multi-agent systems at scale
For multi-agent systems, we manage the coordination layer as well as each agent: hand-offs, shared memory, retries and escalation paths. Dashboards show how work flows between agents and where people step in, so business owners can see value and risk in one place.
Agents that rely on company knowledge are paired with maintained enterprise RAG systems so their answers stay current and cited.
How onboarding works
- Inventory: we list every agent, its tools, data access and owners.
- Risk review: we rate each agent and agree guardrails and approval points.
- Instrumentation: logging, monitoring and evaluation are added without rebuilding the agent.
- Handover to managed service: monthly reports on reliability, cost and improvements.
Frequently Asked Questions
Answers to curated most asked questions
Managed AI agents are AI agents that a specialist team operates for you: monitoring, maintaining, securing and improving them after launch, under an agreed service level.
Yes. We can take over agents built in-house or by other vendors after a short review, as long as we can access their code or workflows and logs.
Each agent gets its own identity and least-privilege credentials, with data access policies and approval steps for sensitive actions. All activity is logged.
We filter and isolate untrusted content, restrict which tools an agent can call from that content and require approval for high-risk actions.
n8n, LangChain, LangGraph, CrewAI, custom Python agents, and models from OpenAI, Anthropic, Google and open-source providers, in the cloud or on your own servers.
Monthly, based on the number and complexity of agents and the support level you need. Contact us for a quote.