Making AI the Central Nervous System of a Manufacturer NetSuite ERP
How Versich embedded end-to-end artificial intelligence across a $30M+ essential oils operation, from production floor to e-commerce.
How Versich embedded end-to-end artificial intelligence across a $30M+ essential oils operation, from production floor to e-commerce.
20%+
Forecast Accuracy Improvement
15%
Inventory Cost and Waste Reduction
12
Departments Transformed
<1%
Critical System Failure Rate
The client had built a sophisticated multi-channel manufacturing operation, but its decision-making infrastructure had not kept pace. Data lived in silos, forecasting was manual and reactive, and production scheduling relied on institutional knowledge rather than intelligent systems. Leadership recognised that AI was not just an operational upgrade but an existential necessity. The mandate was unambiguous: make AI the central nervous system of the entire business.
Demand planning was manual and inconsistent across wholesale, private label, and e-commerce channels, leading to chronic overstock and stockout cycles.
Scheduling across 8 filling lines lacked optimisation logic, resulting in avoidable downtime, suboptimal sequencing, and production bottlenecks.
NetSuite and Shopify operated in isolation, with no unified data layer, no real-time inventory sync, and no cross-channel visibility.
With $30M+ in annual supplier spend, there was no predictive procurement model, leaving significant cost optimisation opportunities unrealised.
Manual blending processes generated avoidable waste, and quality anomaly detection relied entirely on human inspection rather than systematic data analysis.
Versich deployed a phased, execution-first methodology, not a strategy deck. Every engagement phase was structured around shipping production-ready AI into live systems, with measurable outcomes validated at each milestone.
AI Opportunity and Systems Audit
Versich conducted a comprehensive audit of all NetSuite and Shopify workflows, data structures, and user journeys. We identified high-impact AI opportunities across every department, defined required data layers, integration points, and prompt architectures, and delivered a prioritised AI roadmap with full implementation architecture.
End-to-End AI Development and Deployment
Versich designed, built, and deployed AI solutions across demand forecasting and MRP, production scheduling and OEE optimisation, procurement automation, blend optimisation, predictive maintenance, anomaly detection and QA insights, and HR analytics. Each system was production-grade on day one.
ERP and E-Commerce Integration
Deep integration with NetSuite via SuiteScript, custom records, and automated workflows. Shopify integration enabled real-time inventory synchronisation, order flow intelligence, and customer behavioural insights. Versich built all APIs, microservices, and ETL data pipelines connecting the full operational stack.
Documentation, Training, and Adoption
Every AI system was accompanied by clear technical documentation and user-facing SOPs. Versich ran structured internal training programmes across departments and established weekly progress reviews and monitoring protocols to sustain performance at scale.
This engagement was enterprise-wide by design. Versich deployed AI solutions across the full organisational structure, connecting every function into a single, intelligent operational layer.
Planning and Forecasting
Purchasing and Supplier Management
Production and Blending
Bulk B2B and Hazmat Operations
Warehousing and Inventory
Shipping and Logistics
Accounting and Cost Analysis
Quality Control and Compliance
Maintenance and Equipment
Customer Service and Private Label
HR and Recruiting
Amazon and New Product Launches
The mandate was not to advise. It was to build production-ready AI systems inside live operational infrastructure, with measurable business outcomes from day one.
- VERSICH ENGAGEMENT PHILOSOPHY
With Versich, forecasting and reporting that used to require manual spreadsheets are now automated and reliable. What used to take our finance team days to pull together now updates on its own, and leadership can make faster, data-driven decisions without waiting on a report.
Versich automated several of our complex reporting processes, resulting in faster month-end closes and more reliable data. Numbers that used to take our team a full week to reconcile across subsidiaries are now consistent and ready well before close.
With Versich, it's now simple to create dashboards that are executive-ready. Leadership no longer has to interpret raw exports, the numbers they see are already formatted, accurate, and ready to present.
Versich helped us build advanced n8n workflows with custom logic and multiple integrations. From lead management to reporting, everything is now automated. Their expertise in n8n workflow automation made a considerable difference in our efficiency.
What stood out was how Versich handed things over. They documented every workflow and trained our internal team so we are not reliant on them for basic maintenance. That level of transparency is not common in this space.
Data ownership was non-negotiable for our industry. Versich deployed n8n on our own infrastructure with full compliance alignment to HIPAA and SOC2, and handled the entire configuration, encryption, and access control setup.
Most automation vendors understand n8n but not ERP. Versich understood both. They connected our NetSuite instance to our downstream systems without disrupting existing financial processes, which was critical for our finance team.
We needed a reliable automation system, and Versich delivered exactly that. Their setup integrated our APIs, databases, and reporting tools without disruption. Our data now flows in real time, and decision-making has become faster and more accurate.
Versich did not start with nodes and triggers. They began by understanding our order-to-cash process end to end, then built n8n workflows that fit how our business actually operates. The result was a measurable reduction in processing time across our finance team.
The API-led architecture they designed in phase one saved us three months of rework when we added our third ERP system six months later. That's the value of doing MuleSoft properly
Managed ops retainer has been reliable for 18 months. They handle monitoring, error triage, and quarterly flow improvements with no drama. Response times are fast and the monthly reporting is concise and useful.
We needed Workday and ServiceNow integrated with strict data governance requirements. They understood the compliance constraints from day one and built the appropriate controls into the Mulesoft Anypoint layer without overcomplicating the flows.
Brought in to rescue a stalled MuleSoft migration from TIBCO. They assessed the existing work quickly, identified what to salvage, and delivered the remaining flows in six weeks. Clear communication throughout.
Strong MuleSoft practice. They designed a clean API-led architecture that our internal team can now maintain. The DataWeave work was solid and the MUnit test coverage gave us real confidence before go-live.
Delivered a SAP–Salesforce integration via MuleSoft that two previous vendors had failed to complete. On time, well-documented, and handed over properly. The architecture has scaled without issues since go-live.
We hired Versich to rebuild our analytics stack after an internal project stalled. They came in, assessed the situation quickly, and delivered production-ready Power BI dashboards within weeks. Their DAX knowledge and data modelling skills are exceptional.
Versich understood our finance workflows from day one. They built dashboards that connected directly to our ERP and gave our leadership team real-time visibility into cash flow, margins, and budget vs actuals. The quality of the work and the speed of delivery were both outstanding
Before Versich, our reporting was scattered across spreadsheets with no single source of truth. They built us a Power BI environment that connects our warehouse, finance, and sales data in one place. Our operations team now makes decisions in hours instead of days