Artificial Intelligence

AI Agent Workflows

Autonomous agents that do real work inside your business.

AI Agent Workflows at Orvnix

We design and ship AI agents that go beyond chat — agents that take actions, call tools, move data and complete multi-step tasks while a human stays in control of the outcomes that matter.

From customer support that resolves tickets end-to-end to internal operations that quietly run themselves, we build agentic systems grounded in your data and wired into the tools your team already uses.

What's included

  • Custom single- and multi-agent systems
  • Retrieval-augmented generation (RAG) over your knowledge
  • Tool, API and database orchestration
  • Human-in-the-loop review and approvals
  • Evaluation harnesses, guardrails and monitoring
  • Cost and latency optimisation

How we work

A way of working that holds up.

01

Ground it in your data

We connect agents to your real sources — docs, tickets, databases — so answers and actions reflect your business, not the open internet.

02

Make it reliable

Every agent ships with evals, guardrails and observability, so you can trust what it does and catch regressions before your users do.

03

Keep humans in command

We design clear hand-off points so people approve the decisions that carry risk, while the agent handles the repetitive volume.

Questions

AI Agent Workflows, explained.

What can an AI agent actually automate?

Anything that follows a repeatable pattern across your tools — triaging and resolving support tickets, qualifying leads, drafting and routing documents, reconciling data between systems, and more.

How do you stop it making things up?

We ground agents in your own data with retrieval, constrain them with guardrails, and run continuous evaluations. High-risk actions are gated behind human approval.

Let's build your ai agent workflows.

We take on a small number of teams at a time. Tell us what you're trying to build — we usually reply within a day.

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