Workflow Automation Services with AI Agents | IoTree Minds

Agentic Workflow Automation

Workflow automation services for processes that need judgment

We automate end-to-end business processes with AI agents that read documents, make decisions, work across your systems and ask a person to approve the critical steps. Invoice processing, onboarding, reports, approvals and IT requests, run from start to finish.

What agentic workflow automation is

Automation that handles the exceptions too

Traditional automation follows fixed rules, and stops when something doesn't fit. Real processes are full of exceptions: a missing field, an unusual invoice, a request that needs a judgment call.

Agentic workflow automation uses several AI agents working together. Each one handles a step, they pass work between them, and they deal with exceptions the way a person would. People approve the steps that matter, and every action is logged.

What's included

Business processes we automate

01

Finance and invoicing

Invoices read and matched to purchase orders, entries posted to your ERP, mismatches flagged and approvals routed.

  • Invoice reading and matching
  • ERP entries prepared
  • Approval routing
02

Employee and customer onboarding

Accounts created, documents collected and checked, welcome steps sent and progress tracked, for new employees or new customers.

  • Accounts and access set up
  • Documents collected and checked
  • Progress tracked to the end
03

Reports and approvals

Data pulled from several systems into daily and weekly reports, and requests routed to the right approver with the context they need.

  • Reports from several systems
  • Requests routed to approvers
  • Reminders for pending approvals
04

IT helpdesk automation

Password resets, access requests and common IT questions handled end to end, and tickets sorted and routed to the right person.

  • Password resets and access requests
  • Ticket sorting and routing
  • Answers from your IT documentation

Have a process your team does by hand every week?

Walk us through it, and we'll show you which steps agents can take over.

Book a free AI consultation

What's included

What every automated workflow includes

Orchestration

Several agents work together, each on its own step, passing work between them.

Connections to your systems

ERP, CRM, HR, email, documents and databases, through their APIs.

Human-in-the-loop steps

Critical decisions wait for a person, with everything they need to decide.

Exception handling

Unusual cases are handled or flagged, not silently dropped.

Full audit trail

Every step is logged, so you can see what happened and why.

Monitoring after launch

We watch the workflow in production and improve it as the process changes.

Want to see one of your processes automated?

Most projects start with a 2-week pilot on one process.

Ask about a pilot

How we work

From first conversation to production

  1. 1

    Map the process

    We walk through the process step by step with the people who run it.

  2. 2

    2-week pilot

    One process automated end to end, tested on real cases.

  3. 3

    Build

    We connect the remaining systems and add approvals, logging and alerts.

  4. 4

    Launch and improve

    We go live, track the results and keep improving the workflow.

Start with a 2-week pilot

One of your processes running end to end, before you commit to more.

Book a free AI consultation

Tools

Tools we build automated workflows with

Language models
  • OpenAI GPT
  • Anthropic Claude
  • Google Gemini
  • Open-source models such as Llama
Agent frameworks
  • LangChain
  • LangGraph
Workflow automation
  • n8n
Knowledge and RAG
  • Vector databases such as Pinecone and pgvector
Voice
  • LLM-based speech-to-text and text-to-speech
Connections
  • REST APIs
  • Webhooks
  • MCP (Model Context Protocol)

FAQ

Questions about Agentic Workflow Automation

Ask us something else
What are workflow automation services?

Workflow automation services take a business process your team does by hand and set it up to run on its own, across your systems. We use AI agents, so the automation can read documents, handle exceptions and ask a person when needed.

How is agentic automation different from RPA or Zapier?

RPA and tools like Zapier follow fixed rules and stop when something doesn't fit. AI agents can read unstructured documents, make judgment calls and handle exceptions, with people approving the critical steps.

Do you use n8n?

Yes. We use n8n where a workflow tool is the simplest fit, and custom agents built with LangGraph and LangChain where the process needs more reasoning. We pick what is easiest for you to run.

Can you automate IT helpdesk requests?

Yes. Password resets, access requests and common IT questions can be handled end to end, and other tickets are sorted and routed to the right person.

Which process should we automate first?

Pick one that happens often, follows a clear pattern most of the time, and takes your team hours every week. We'll help you choose on the discovery call.

How long does it take?

A workflow that runs across several systems usually takes 6 to 10 weeks. We often start with a 2-week pilot on one process.

Get in touch

Tell us your requirements

Share what you'd like to build or automate. We'll reply by email to set up a free consultation.

  • Free consultation, no commitment
  • Talk to the people who will build it
  • Your details stay with us