Healthcare Product Distribution
How a healthcare product distribution company automated an estimated 85% of product listing and accounts receivable reconciliation, recovering an estimated 51 hours per week with 2 specialised AI workflows.
What this healthcare distributor was dealing with before AI.
The team was spending the majority of their working week on repetitive administrative tasks that followed the same patterns every time. These weren't complex decisions requiring human judgement. They were predictable, rule-based processes that happened to consume significant hours.
Product Listing Bottleneck
20+ hours per week processing supplier data, enriching incomplete product information, and creating listings across Shopify and inventory management systems for thousands of SKUs.
Complex Reconciliation
38+ hours per week matching bulk payments to multiple invoices. NDIS and home care funding body payment structures made automated matching near-impossible with off-the-shelf tools.
What the AI Roadmap uncovered.
We started with a 2-week process audit. Mapped every repeatable workflow, timed them, and quantified the cost. We spoke to the people doing the work, not just management.
The audit revealed an estimated 3,016 hrs/yr being consumed by processes that followed predictable patterns. These were the same steps, executed the same way, hundreds of times per month.
The estimated potential: $100K+ /yr in estimated annual savings by automating the highest-impact workflows first.
2 AI workflows. Built from their SOPs.
Each workflow was designed from the team's actual standard operating procedures. Connected to their existing tools. Human checkpoints at every critical decision point. Nothing goes out without approval.
Intelligent Product Listing Automation
Processes supplier data, enriches incomplete information, generates SEO-optimised listings, handles bulk SKU processing across Shopify and inventory management. Estimated 20+ hours per week reduced to 2-3 hours of review.
Accounts Receivable Reconciliation Engine
Monitors bank feeds, processes remittance advice, matches bulk payments to multiple invoices, handles NDIS and home care funding body payment structures. Estimated 38+ hours per week reduced to 3-4 hours of exception handling.
Shopify 
DEAR Inventory 
Bank Feeds 
Email Estimated impact across the business.
With 2 AI workflows deployed, the team now spends their time on work that actually moves the business forward. The AI handles the repetitive execution. The team reviews and approves.
Nothing goes out without a human checkpoint. The system runs inside the tools they already use. No rip-and-replace, no retraining, no disruption to existing operations.
These are estimated figures based on the workflows deployed. Individual results vary depending on team size, volume, and adoption patterns.
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