Christchurch · Dunedin · Nationwide
AI Workflow Automation Services
Exodesk designs and implements AI workflow automation for New Zealand businesses. Our Christchurch and Dunedin teams build AI-powered workflows around a specific process, with agreed inputs, permitted actions and human checkpoints.
Where a rule or an existing feature can do the job, we recommend that approach. AI is used where interpreting documents or language adds value.
Supporting New Zealand businesses since 1989
The short answer
What is AI workflow automation?
AI workflow automation uses AI for selected steps in a business process, such as extracting, classifying, summarising or drafting. Rules, connected systems and people still control validation, permissions and consequential actions.
Business software integration moves agreed records between applications and can apply rules of its own; workflow automation coordinates the wider steps, decisions and approvals. A project may need both, and our AI Solutions page covers the wider programme of readiness, training and governance.
Exodesk has supported New Zealand businesses since 1989. Today, our Christchurch and Dunedin teams support businesses nationwide, and workflow projects are available whether or not Exodesk manages your wider IT.
Starting point
Choose one useful process
Document handling, enquiry routing, draft responses and report preparation can be practical starting points for business process automation. We map the current steps, volume, delays and checks, then agree a manageable first scope.
Rules
Known fields and fixed steps
Templates, routing by known fields, calculations and approval thresholds may need ordinary automation rather than a model.
AI
Variable documents and language
AI can help extract, classify, summarise and draft where inputs vary, but it does not read material exactly as a person would.
People
Decisions with consequences
Payments, commitments and sensitive changes stay with the business and its agreed controls.
In reports, figures are calculated from approved systems and AI drafts the narrative for a person to check. High volume alone does not establish that AI is suitable, so each option is compared before anything is built.
Design
Build rules and review into AI-powered workflows
AI may extract details, suggest a category or prepare a draft. Calculations, approval thresholds and authorised actions are controlled separately, and important outputs are checked against the original information or an approved source.
The workflow names the reviewer, what they check, the deadline and what happens when information is missing, an item is rejected or an approval does not arrive. Review can create queues, so its effect on turnaround is tested. It reduces risk, but mistakes can still happen.
AI can miss an exception or produce a plausible wrong answer, and a confident output is not proof of accuracy. Microsoft’s guidance on human review for prompts describes fabricated content and instructions hidden in emails or documents, so permissions and approval gates sit outside the model’s own judgement.
Systems and data
Check systems and information
We review the applications, supported connections, access rights and data the process needs. A connector or API may suit, but the required fields and actions are checked before a build is promised.
- Untrusted input. External emails and documents may contain instructions aimed at the AI, so access and allowed actions are limited and outputs are checked before sensitive writes.
- Data boundaries. The scope identifies permitted information, processing destinations, retention and the vendor terms for the actual tools.
- Platform. The platform is chosen for each project after checking connections, controls and full running cost. Microsoft 365 does not automatically include every Power Automate connector or AI capacity, so entitlements are checked.
- Test samples. Samples are shared through an agreed route, not attached to the initial enquiry.
Human approval and a written policy help, but they do not ensure confidentiality on their own. Our AI data security and AI acceptable use policy guides cover the wider rules.
Example
An example invoice workflow
AI extracts the supplier, amounts, dates and lines from an invoice. Supplier matching, purchase order checks, arithmetic, GST and duplicate detection are validated separately.
When checks pass, the workflow can create a draft accounting entry for approval. Items that fail are held for review, and corrected items go back through validation before anything is written. Releasing payment and changing bank details remain separate business controls, and a small amount is not a reason to trust an invoice.
Some invoices need no keying at all: Zinform Accounts captures supplier invoices at the source.
How it works
Pilot before wider use
Each AI workflow automation project starts small and moves to automatic processing only for specific cases that testing supports.
Map the process
Record steps, volume, delays, checks, systems and who owns each decision.
Design and build
Agree inputs, AI steps, rules, reviewers, permitted actions and failure handling, then build and test.
Pilot
Test normal work, unusual inputs and failure cases in a limited scope, measuring handling time, checking time, errors and rework.
Decide and hand over
Proceed, change the design or stop. Staff receive guidance on approvals, exceptions and the manual fallback.
AI workflow automation results are measured against the existing process, including the time spent reviewing and correcting outputs, queue delays and recurring charges. Any move towards automatic processing is agreed for specific cases after testing.
Support and costs
What affects AI workflow automation cost?
Cost depends on the process, connections, testing and support. The proposal separates design and build from licences, connector or platform fees, AI usage, hosting and ongoing support.
- Design and build. Mapping, configuration, testing and the pilot.
- Platform and AI usage. Licences, connector fees and usage charges for the chosen tools.
- Ongoing support. Optional monitoring, failed-run handling and changes under a separate agreement.
- Ownership. Who owns the workflow, connections and credentials, set out in the proposal.
- Terms. Support hours, exclusions and GST, set out in the quote.
Failed runs, supplier changes and review queues need an owner after launch, whether that is Exodesk under a support agreement or your own team. A pause stops future runs but may not reverse actions already taken, so recovery and a manual fallback are agreed before launch.
Questions
AI workflow automation questions
What is AI workflow automation?
It uses AI for selected steps such as extracting, classifying, summarising or drafting within a business process. Rules, connected systems and people still control validation, permissions and consequential actions.
Does every automation need AI?
No. Known fields, calculations, templates and fixed approval rules can be handled by ordinary automation. AI may help when inputs vary or involve language, so compare the simpler approach before adding model cost and uncertainty.
How does it differ from software integration?
Integration connects applications and transfers agreed records, and it can apply rules of its own. Workflow automation coordinates the wider steps, decisions and approvals. The same project may need both, with AI used only in selected steps.
Which process should we start with?
Choose recurring work with clear inputs, an owner and measurable outcomes. Start with a limited scope where mistakes can be detected and managed. High volume alone does not establish that AI is suitable.
What does human review involve?
A named person checks defined material before an agreed action, with a deadline and fallback. Review can slow a process, so include it when testing turnaround. It reduces risk but does not ensure accuracy.
Can an invoice be processed automatically?
Selected cases may be automated after validation and testing. Check suppliers, duplicates, amounts, GST and permissions. Creating a draft entry is separate from releasing payment or changing bank details.
Is sensitive business data safe in the workflow?
It depends on the tools, permissions, destinations and retention settings. Limit the information used, check vendor terms and control consequential actions. Human approval and a written policy are not sufficient on their own.
Do all systems need to be integrated first?
No. Some document or email tasks can be scoped on their own. Where a workflow reads or writes another system, confirm supported access, fields and actions. Connecting applications does not make their source data correct.
Are Zapier and Make alternatives to AI automation?
They are platforms that can support rules and AI steps. The choice depends on the connections, permitted actions, control requirements, ownership and full operating cost, and the platform is confirmed for each project.
What happens when the automation fails?
The design identifies alerts, a queue owner, safe retries and a manual fallback. Check for duplicate or incomplete actions before retrying. Pausing a workflow does not automatically undo changes already made.
How much does a workflow automation project cost?
Cost depends on the process, connections, testing and support. Design and build are separated from licences, AI usage, connector fees and maintenance. Include review and rework time when comparing expected savings with the current process.
Where does Exodesk provide AI workflow automation?
Our Christchurch and Dunedin teams scope and implement workflows for businesses nationwide, whether or not we manage your wider IT. Each project identifies the process, tools, data boundaries, approvals, pilot, handover and any ongoing support.
Next step
Tell us about the work
Describe the process, the applications involved, how frequently it runs and what a mistake would affect, and we can discuss whether rules, AI or a combination fit. Please keep confidential records and credentials out of the enquiry form.
Get in touch
Talk to us about AI workflow automation
Tell us the task you want to improve, the applications involved, how frequently it happens and what a mistake would affect, and we will be in touch to arrange a time that suits.
Prefer to talk?
Christchurch
Level 1, 85 Riccarton Road
Christchurch 8011
03 343 3124
Dunedin
Level 3, Bartons Building
2 Stafford Street, Dunedin 9016
03 479 2941