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Your RPA & AI implementation partner

RPA and AI.
Built for your operations.

We assess workflows, build automation and connect it with your systems. From RPA to agentic AI, we define the checks, human approvals and support needed to put the workflow into production.

Let’s talk about your workflow Explore what we do

RPA implementation · Agentic AI · Integration · Production support

Hands-on experience.
A production mindset.

These figures reflect work undertaken by members of our team in previous roles, before AI Engine Stack was founded.

8

countries in one rollout

Team members contributed to an automation rollout spanning eight countries.

140+

production automations

Our team's prior delivery experience spans more than 140 production automations.

160+

opportunities assessed

Team members have assessed more than 160 automation opportunities in previous roles.

Enterprise automation services

Assess it. Build it.
Support it in production.

Bring a candidate process, an agreed design or an existing automation. We agree what to deliver, how to test it and who will operate it.

Choose a workflow worth building.

Review the work, measure current effort and choose which opportunities deserve a closer look.

Explore opportunity assessment

Implement RPA across your systems.

Build bots and system integrations for repeatable work. Test exceptions, define approvals and prepare the workflow for production.

Explore RPA implementation

Put AI to work in a defined workflow.

Connect AI to documents, business information and approved tools. Assess agentic workflows where the task needs dynamic tool use.

Explore AI & agentic implementation

Keep it working as your business changes.

RPA managed services cover bot monitoring, maintenance and production support as your systems and operating needs evolve.

Explore RPA managed support
RPA & agentic AI implementation

The right approach.
For the actual work.

Use APIs and RPA for predictable steps. AI can help interpret varied information. Agents can choose tools or next steps within agreed limits when the task needs that flexibility. Define human review before release.

Explore AI & agentic implementation

Validation, permissions and escalation are part of the design.

Process experience behind the implementation

Healthcare revenue cycle.
Finance operations.

Our team’s prior experience in these workflows informs how we assess handoffs, business rules and exceptions. Each engagement starts with your process and system access.

Healthcare RCM automation

Connect the administrative
steps in revenue cycle.

Healthcare revenue cycle management (RCM) automation for prior authorization, referrals, denials and underpaid claims, with human review throughout.

Explore healthcare automation
Finance process automation

Connect invoices,
receipts and reconciliation.

Finance automation across procure-to-pay (P2P), order-to-cash (O2C) and record-to-report (R2R), including invoice processing, reconciliation and exception handling.

Explore finance automation

Our team also brings prior experience in supply chain and manufacturing, including invoice workflows, disputes and chargebacks.

Start exploring

What could automation
change for your process?

Estimate manual effort and potential capacity gains with our free automation savings calculator.

Try the calculator

No email needed. Assumptions shown with your estimate.

Before we begin

Your automation questions, answered.

What does AI Engine Stack do?

AI Engine Stack is an RPA and AI implementation partner. We assess workflows, build bots and AI solutions, integrate systems and support automation in production. Services include agentic AI implementation, document processing and automation governance.

Which business processes does your team know?

Our team brings prior experience in healthcare revenue cycle and finance operations. This includes prior authorization, referrals, denials, underpaid claims, invoice processing, reconciliation and exceptions. Team members also bring experience in supply chain and manufacturing workflows.

Explore the team’s prior process experience

When should a business use RPA or agentic AI?

RPA suits repeatable tasks with defined rules. AI can help interpret documents and varied inputs; agentic AI can coordinate tools within defined permissions. We assess the process, data and risks before recommending an approach, including human review where needed.

Can you support an existing automation program?

Yes. We assess existing automations and agree the scope of RPA support and maintenance, monitoring, incident handling and approved changes. Automation CoE consulting can also help define governance, ownership and escalation as the program grows.

Start with one process

Let’s make your
work flow better.

Bring an operational challenge. We’ll work through what a sensible next step could look like.

Book a strategy session

Talk directly with an automation practitioner.