Map the current workflow
Document where a request begins, who touches it, which systems are involved, where decisions happen and which exceptions consume the most attention.
Canvo maps the workflow your team actually follows, finds the handoffs creating delay and rework, and builds controlled automation around the software you already use.
A useful automation consultant needs to understand the people, rules, exceptions and consequences surrounding a workflow. The technical connection is only one part of making it reliable.
Document where a request begins, who touches it, which systems are involved, where decisions happen and which exceptions consume the most attention.
Separate stable rules from judgement-heavy work. Define which actions are authorised to run, how completion is checked and which exceptions or decisions need a person.
Move validated information through APIs, forms, email, exports or controlled database access without requiring a premature platform replacement.
Define duplicates, missing data, timeouts, permissions, retries, alerts and the recovery path before the workflow is trusted in production.
Compare time, delays, error rates, throughput or response speed against an agreed baseline rather than relying on a polished demonstration.
Give the operating team clear ownership, usage documentation and maintenance options so the workflow does not become an unexplained black box.
The best candidates are frequent enough to matter, structured enough to control and measurable enough to prove.
Capture enquiries, enrich the record, assign ownership and complete eligible responses or follow-ups under agreed rules. Route missing information and commitments outside those rules to a person.
Move completion evidence, timesheets, purchase details and approvals into an invoice-ready queue with missing-information checks.
Validate product, pricing and inventory changes before synchronising them between spreadsheets, ecommerce, POS and reporting.
Extract fields from attachments, classify the document, detect missing items and route it to the correct person or system.
Watch scheduled jobs, devices, locations or thresholds and interrupt the team only when an abnormal condition needs action.
Combine sales, service and operational signals into a scheduled brief that explains what changed and what needs attention.
If a workflow has no clear owner, inconsistent inputs or an undefined decision rule, automation makes the ambiguity move faster. A diagnostic should expose those gaps before implementation. Sometimes the highest-value recommendation is a smaller form, a clearer responsibility or the removal of an unnecessary approval—not AI.
Workflow automation follows defined triggers, rules and actions. AI automation helps where the input contains language, documents or variation that cannot be handled by a simple condition. A production design often uses both: a model interprets an enquiry or document, deterministic rules validate the result, then an authorised action runs and its completion is checked.
A language model should not be asked to enforce a rule that code can enforce exactly. It also should not receive more business data than the task requires.
Timing depends less on the word “AI” than on integration access, data condition, exception volume and risk. A bounded workflow with accessible systems can move quickly. A cross-system process involving permissions, sensitive records and many exception paths requires more discovery and testing. Canvo scopes those facts during the diagnostic rather than promising a generic timeline.
They map the real process, select an appropriate automation boundary, integrate the relevant systems and make sure exceptions, approvals and ownership are designed—not left as surprises.
Usually. Existing APIs, exports, email, forms and databases are assessed first. Replacement is recommended only if the current tool genuinely cannot support the required result safely.
Canvo is Melbourne-based and works with businesses across Australia. Local observation can be useful for physical operations, while many diagnostics and deployments can be completed remotely.
Implementation includes 12 months of support from acceptance for agreed workflow defects and minor compatibility changes within existing integrations. No Canvo subscription is required, and covered repairs do not require a paid care plan. Optional proactive care and improvements start from A$490/month ex GST with an agreed scope. New workflows and major migrations are scoped separately; software, API, model and hosting costs are itemised separately. The proposal records coverage and responsibilities. See support and ownership details.
Related service pages: Melbourne AI consulting · AI automation for small business · AI automation for hospitality
Describe the people, systems, frequency and failure points. Canvo will first decide whether automation is justified.