Skip to content
Research

AI implementation

AI implementation costs in Australia: a buyer's worksheet

Amulet AI
12 min read

To compare AI implementation costs in Australia, put every option against the same workflow, acceptance test and operating period. Include discovery, setup, data preparation, integration, ongoing software and usage, staff review, maintenance and exit. Keep cash payments separate from internal effort, record what is excluded or unknown, and compare keeping the process manual with existing-software configuration, rules-based automation and AI-assisted work before committing.

The worksheet and decision rules below are Amulet's recommended approach, not empirical research, a supplier quote or a price benchmark. Copy the blank tables into your own document and complete them with your operating team and proposed suppliers. Keep unresolved amounts visible rather than treating them as free.

Compare the job before comparing the quote

Start with the manual process as the baseline. Investigate the alternatives using the same approved inputs, required output and human approval boundary.

Option What to investigate Recommended decision rule
Keep the process manual Document handling, checking, rework, supervision and cover when the usual operator is unavailable. Retain this option if it meets the business need and the evidence does not justify a change.
Configure existing software Ask your software administrator whether relevant approval, reporting or automation features are available under your actual licence. Require a demonstration, including permissions and exceptions. Prefer configuration if it demonstrates the agreed scope and you accept its full operating commitment. Do not assume a feature is present or included.
Use conventional rules automation Test explicit mappings, calculations, validation, routing and recovery on the agreed inputs. Prefer this route where the required decisions can be expressed and maintained as rules, and the option meets the agreed acceptance conditions.
Use an AI-assisted workflow Test interpretation of variable material or preparation of reviewable drafts, including checking and correction work. Consider AI only if those tests justify its cost and operating responsibilities against the alternatives.

Ask your software administrator to record the licence, settings, permissions and demonstration evidence. Where a proposal combines approaches, separate their costs but assess the complete workflow. If the job or source records are not yet clear enough to assess, keep process clarification as a no-build next step.

Shared scope record

Complete this record once, then give the same version to everyone preparing an option. If an option changes the scope, label the difference before comparing totals.

Shared requirement Your entry
Business job and event that starts it
Approved inputs, source versions and permitted access
Required output and what makes it acceptable
Named operator and human approver
Actions prohibited before approval
Exception queue, escalation owner and manual fallback
Workload, input mix and exception assumptions, with evidence
Comparison period, launch assumption and intended exit point
Acceptance sample, expected results and agreed release conditions

Define success as an accepted business output, not a generated response. Include rejected, abandoned and repeated work when recording the effort needed to reach it.

Copy a lifecycle-cost sheet for each option

Use a separate copy for the manual baseline and each proposed alternative. The rows are scoping prompts, not a list of services included in an Amulet engagement. Mark irrelevant items as not applicable and explain why.

Assumptions for this option

Assumption Your entry
Option, preparer, business owner and version date
Quote or internal estimate reference and validity
Differences from the shared scope and their consequences
Cash basis: AUD presentation, GST treatment and any foreign-currency conversion basis and date
Existing commitments retained, replaced or actually cancellable
Usage basis: volume, document mix, retries, exceptions, testing and storage
Recurring billing interval, minimum commitment and renewal or change terms
Commitments extending beyond the comparison period or intended exit
Staff roles, hours, availability and any separate internal valuation basis
Exclusions, unresolved assumptions and who must resolve them

Ask your finance adviser to confirm the tax and currency treatment used in the comparison. This worksheet does not prescribe a tax treatment or an exchange rate.

Cost entries

For each relevant row, enter the cash commitment, internal hours and when the cost arises. Record both inclusion (included, excluded from the quote, bundled into a named row, or not applicable) and evidence status (confirmed, estimated or unresolved). Add the evidence reference and responsible owner.

An excluded task that remains necessary needs its own cost entry or unresolved-item record. A blank means not yet assessed, not zero. For bundled work, name the row carrying the cost so you do not count it again. Add rows for costs specific to your workflow.

Cost item Cash, AUD Internal effort, hours Timing or trigger Inclusion, evidence status and owner
Discovery, process design and go/no-go decision
Data access, preparation and correction
Existing-software configuration or custom build
Integration, permissions and environments
Data-handling and contractual assessment
Acceptance testing and corrections before launch
Training, operating instructions and handover
Transition, parallel operation and backfill
Retained or additional software licences
Model usage, hosting, storage and logging
Routine operation, human review and corrections
Monitoring, support and incident response
Failed work, retries and manual recovery
Maintenance, change requests and regression testing
Renewal, growth or changed operating scope
Exit, export, migration and replacement handover
Record retention and agreed deletion work at exit

Keep cash and effort as separate views:

  • Record existing staff time even when no additional payment is proposed. Ask the manager whose team will do the work to confirm capacity, including review and exceptions.
  • If a change requires additional hiring, overtime or backfill, record the agreed cash cost and its basis. If you also value staff hours, show that valuation separately and avoid adding the same wage cost twice.
  • Show existing licence commitments consistently across options. Distinguish retained baseline spending from new spending; do not treat an existing licence as cancellable without checking the terms.
  • Keep proposed benefits outside the cost entries. Record released staff time as capacity, not cash savings, unless a budget owner identifies a payment that will actually stop.

For recurring entries, use the same comparison period and write down billing and usage assumptions. Include transition and the intended exit once. Show non-cancellable commitments extending beyond that period separately rather than hiding them behind an earlier end date. If a material item remains unresolved, report a known-cost subtotal plus the open item, not a complete whole-of-life total.

Record what could change the commitment

For each conditional cost or uncertain assumption, copy a row below. Link it to the named cost item so a change cannot disappear between the operating plan and the budget. These are recommended prompts, not claims about a particular supplier's terms.

Assumption or trigger Cost-sheet row affected Evidence needed to revise cash or hours Named spending approver Action at trigger and decision due date
Workload, document mix or review effort changes
Usage allowance, renewal or minimum commitment is reached
Source system, rule, model or integration changes
Support, recovery or exit requires work outside the quote

Agree whether processing stops, moves to a manual queue or continues within an authorised limit when a trigger is reached. Do not leave permission to incur extra spending implicit.

Put ownership and exit work against a name

Complete this alongside the cost sheet. Ask for written answers tied to the proposed scope rather than assuming that payment transfers ownership or that handover is included.

Responsibility to settle Named owner Written basis or acceptance evidence Cost-sheet row or unresolved item
Control of accounts, administration and access removal
Rights to use, change and transfer custom work and dependencies
Approval, testing and rollback of model, rule or integration changes
Support escalation and operation of the manual fallback
Export format, documentation and transfer to another operator
Retention, deletion and evidence required at exit

For any gap, add an action record: unresolved item; decision affected; evidence needed; named owner; due date; proceed or hold condition. Price the handover tasks in the cost sheet and agree how the intended next operator will demonstrate that the exported work is usable.

Use acceptance evidence to revise the costs

Use the same approved scope and input mix for each option, including the manual baseline. Agree expected outputs and acceptance conditions before testing. Keep examples used to tune an option separate from its acceptance sample. Use synthetic material until sharing real records is authorised.

The recommended record below connects the test to the budget. Keep observations separate from supplier estimates; no tests or results are reported in this worksheet.

Evidence to collect Cost assumptions to revisit Your evidence reference, revised entry and named owner
Business approver's decision on expected outputs, consequential errors and unresolved exceptions Work that reaches an accepted output; corrections, rejection and rework effort
Complete staff task, from input preparation through checking and clearing exceptions Routine operation, human review and staff capacity
Missing or conflicting inputs, repeated work and a failed connection; visible exception handling, safe stopping and usable manual fallback Retries, incident response, manual recovery and duplicate-prevention work
Human approval and access-boundary tests, including whether a retry duplicates a business action Control gaps and correction work before launch
Intended operator's routine work and recovery without the builder directing each step Training, handover and ongoing support dependencies
Intended next operator's use of the agreed export and documentation Exit, migration and replacement handover effort

Treat an unauthorised release or retrieval as a reason to hold, not as an acceptable trade-off for a lower cost. If the evidence changes usage, review effort or recovery assumptions, revise the affected cost entries and obtain a revised quote where needed. If an option only looks attractive after removing necessary review or recovery work, revise the option rather than hiding that work outside the comparison.

Make the commitment visible

Bring the option sheets together only after checking their scope and period. In the cash column, distinguish retained baseline spending, new spending, estimates and conditional costs. Keep unresolved items and commitments beyond the period beside the figures.

Option Cash over the shared period, with basis Internal effort and capacity owner Open items, later commitments or unmet acceptance conditions Decision and reason
Manual baseline
Existing-software configuration
Conventional rules automation
AI-assisted workflow

Amulet recommends proceeding only when the business owner accepts the operating effort, the required controls have been demonstrated and material cost and ownership questions are resolved. Otherwise, narrow the scope, obtain the missing evidence or retain the manual process. If the choice changes under a plausible workload or review-effort assumption, record that sensitivity and the evidence needed to settle it before committing. Keep the decision within the scope tested.

For questions about the people who will deliver and support the work, use the AI implementation partner selection guide. Keep this worksheet as the cost and responsibility record for the workflow you are comparing.

Scope the next decision

Amulet's published capabilities include defining a workflow's trigger, approved inputs, expected output, exception path, human roles, integration assumptions and acceptance criteria.1

The AI Business BEEP is a paid diagnostic. Implementation remains a separate go or no-go commitment.2 These public pages describe Amulet's offer; they are not independent evidence of delivery results or prices for your workflow.

To explore fit, discuss your first AI workflow. Bring the process bottleneck, current systems and non-confidential scope questions. Keep client records and confidential commercial terms out of the initial enquiry.

Sources

  1. Capabilities | Amulet AI

    Retrieved

  2. AI Business BEEP | Amulet AI

    Retrieved

A practical next step

Put AI to work with the operating boundary visible.

Approvals, evidence and the rollout path should be mapped to the real workflow.

Discuss your first AI workflow