Magpie Digital
12 / 12

Magpie Digital

AI Workflow Automation & Integration

AI Workflow Automation & Integration

When an enquiry arrives, someone still copies the details into your CRM, assigns the work and checks whether a reply was sent. AI workflow automation connects those steps. Magpie Digital plans and builds workflows that move information between your business tools, use AI where text needs interpretation and pass exceptions to the person responsible.

Discuss Your WorkflowView Our Portfolio

The service

Business Process Automation Built Around Your Existing Tools

A useful automation starts with a process your team can explain. We identify its trigger, required information, decisions and expected result before choosing software. Fixed rules handle predictable work such as checking required fields. AI can classify an email, extract information from a document or prepare a draft for review. Your staff retain control over the decisions that need their judgement.

Each project has an agreed boundary. We document the systems involved, the records that can change, the actions that require approval and the situations that stop the workflow. Integration depends on the permissions, API access and subscription features available in your tools.

Service specialties

Services & capabilities

Workflow Automation & CRM Integration

Lead Capture and CRM Integration

Enquiries often arrive through forms, shared inboxes and separate sales tools. CRM integration services bring the agreed information into one process so the next person has the context needed to act.

Enquiry routing
Check the information submitted, identify an existing contact where matching data is available and assign the enquiry using your team's routing rules.
Follow up preparation
Create a task or prepare a response using the enquiry and approved business information. Messages that need a person's approval wait for review before they are sent.

Client Onboarding and Agency Operations

Client onboarding automation connects the work that follows an approved project. It can create the workspace, collect missing information and make the handover visible to the delivery team.

Project setup
Use an approved intake record to create the agreed project, folders and tasks. Assign owners and due dates from your delivery checklist instead of rebuilding it for every client.
Reporting preparation
Collect available figures from connected platforms into a reporting template. Record the reporting period and data source, then route commentary and client communication for review.

Document Processing & Support Workflows

AI Document Processing

Documents do not always arrive in the same format. AI document processing extracts the fields a workflow needs and checks them against agreed requirements before information reaches another system.

Field extraction
Read supported files and extract defined fields such as a reference number, requested service or invoice date. Missing fields and uncertain results go to a review queue.
Record validation
Check formats, required values and available reference records before a destination system is updated. Financial approvals remain with the people authorised to make them.

Customer Support Triage

Support automation can organise incoming work without giving a model unrestricted authority over customer accounts. The workflow classifies the request and gathers information from approved sources.

Ticket organisation
Apply agreed categories, attach relevant order or account context when access permits and route the ticket to the responsible queue.
Draft replies and escalation
Prepare a reply from approved support material and show it to an agent. Requests outside the documented scope pass to a person rather than receiving an unsupported answer.
Connected modules representing a workflow between business systems.

In focus

From a Client Brief to an Approved Project Workspace

An agency receives a project brief through a form. The workflow checks that the service, contact and required files are present, prepares a project record and asks the account owner to approve it. After approval, it creates the agreed workspace and delivery tasks. If a connection fails, the exception is recorded for investigation. This is an example project scope, not a claim about a completed client engagement.

A visible approval point
The reviewer sees the proposed record and task assignments before the workflow creates them. Rejected submissions return for correction.
Recovery without duplicate work
Store a reference for each processed submission and check which steps completed before retrying. A failed connection should not cause a second project to be created.

Project deliverables

What’s included

Process map and acceptance criteria

A written workflow specification covering inputs, decisions, outputs, exceptions and the conditions used to accept the finished integration.

Configured workflows and connections

The agreed automation, field mappings and credential configuration in the selected environment, with access restricted to the operations required.

Test results and operating instructions

Documented checks using representative inputs, failure scenarios and approval paths, plus instructions for pausing, troubleshooting and restoring the workflow.

Ownership and cost breakdown

A handover identifying who owns each account, which subscriptions are needed and which usage charges are billed separately. Ongoing monitoring and changes are scoped explicitly.

How the Work Is Delivered

Five Steps From Process Review to Handover

  1. Review the current process

    Walk through actual examples with your team. Record the time spent, systems used, repeated decisions and errors that the project should address.

  2. Define the scope and access

    Agree on one workflow, its approval points and acceptance criteria. Check API availability, permissions, data handling requirements and expected operating costs before implementation.

  3. Build a testable workflow

    Connect the selected systems, map the fields and configure the rules. Add AI only to the steps that need it, with restricted tools and a documented route for exceptions.

  4. Test expected and failed runs

    Use representative records to check normal inputs, missing data, repeated submissions, rejected approvals and unavailable services. Review model outputs against agreed examples.

  5. Launch and document ownership

    Release the approved workflow, show your team how to operate it and agree on the observation period. Record any remaining limitations and the support arrangements after handover.

FAQs

Frequently Asked Questions

12questions

Showing 6 of 12 questions

Planning

Integration

Controls

Discuss One Process Your Team Repeats

Tell us what starts the task, which tools your team opens and where the work gets delayed. We can review the process with you and define the connections, approvals and checks a first automation would require.