Canada’s Conexiom bets that the future of AI lies in automation, not experimentation

Artificial intelligence has dominated boardroom discussions for the past several years. Yet many organisations continue to struggle with a fundamental question: where exactly is the return on investment?

While much of the conversation has centred on AI assistants, chatbots and pilot projects, a growing number of technology companies are focusing instead on embedding AI directly into operational workflows. One Canadian firm positioning itself at the centre of that shift is Vancouver-based Conexiom, which has announced an expanded strategic partnership with enterprise software provider Epicor aimed at bringing AI-driven order and invoice automation to distributors using Epicor’s Eclipse and Prophet 21 ERP platforms.

The announcement highlights a broader trend that could define the next phase of enterprise AI adoption: moving from experimentation to measurable productivity gains.

From AI pilots to AI-native businesses

Over the past two years, many businesses have explored AI through limited pilots and proof-of-concept initiatives. Some have achieved notable successes, while others have struggled to identify practical applications capable of generating measurable business value.

Distribution companies face a particular challenge. Many operate in highly competitive environments characterised by growing order volumes, complex supply chains, increasing customer expectations and persistent pressure to improve efficiency without significantly increasing staffing levels.

This is where Conexiom sees an opportunity. The company specialises in AI-powered order and invoice automation. Its technology captures, validates, standardises and delivers ERP-ready business data, reducing manual intervention in processes that traditionally consume significant employee time. According to the company, its systems process more than 1.5 billion line items annually with over 95 percent accuracy across a customer base exceeding 600 organisations.  Rather than replacing enterprise resource planning systems, Conexiom’s strategy is to enhance them.

Why ERP systems remain critical

Enterprise Resource Planning platforms remain the operational backbone of many manufacturing, wholesale and distribution organisations. Systems such as Epicor Eclipse and Prophet 21 are deeply embedded within day-to-day business processes, managing inventory, orders, customer relationships, invoicing and financial operations.

Many enterprises are seeking technologies that can augment existing investments. The expanded Epicor-Conexiom partnership follows precisely this philosophy. Through tighter integration, distributors can deploy AI-based automation within existing workflows while continuing to use the ERP systems on which their businesses already depend.

The result is intended to streamline activities across the order-to-cash cycle, including requests for quotation, sales order processing, accounts payable invoices, vendor acknowledgements and related transactional activities.

One of the less glamorous but highly consequential challenges across distribution industries remains manual data processing. Order information often arrives through emails, PDFs, spreadsheets and customer-generated documents. Staff must then review, extract and enter this information into ERP systems. The process consumes valuable time while creating opportunities for errors, delays and inconsistencies.

Artificial intelligence has increasingly shown promise in addressing these repetitive information-processing tasks. Conexiom claims that its automation capabilities allow customers to process orders more quickly, reduce manual effort and minimise errors. The practical implications can be substantial. Employees freed from repetitive administrative activities can focus on customer service, inventory optimisation and higher-value decision-making activities. For distributors operating on narrow margins, small efficiency improvements can scale rapidly across thousands of transactions.

The partnership also highlights Canada’s growing influence within enterprise artificial intelligence. Although major AI headlines often focus on Silicon Valley firms or emerging large-language-model providers, Canada has developed a strong reputation in both AI research and commercial deployment.

Conexiom represents a particularly interesting example because its approach differs from many consumer-facing AI firms. Rather than creating new user interfaces, the company focuses on operational infrastructure and business process automation.

Headquartered in Vancouver, Conexiom has built its business over more than 15 years of automation development, evolving alongside advances in machine learning and intelligent document processing.  This reflects an important reality within enterprise technology: some of the highest-value AI applications may be the least visible to end users.

Perhaps the most significant aspect of the announcement is what it reveals about evolving metrics for AI success. For many organisations, early AI initiatives were measured through experimentation rates, pilot adoption or technology demonstrations.

According to Conexiom CEO Michel Feaster, distributors are increasingly focused on becoming “AI native,” meaning they integrate AI directly into operational processes rather than treating it as a standalone technology layer. The objective is not simply to deploy AI but to improve competitiveness and efficiency through tangible business outcomes.

Epicor-Conexiom already serves hundreds of customers, including organisations such as Proax, Field Fasteners, Protective Industrial Products and Links Unlimited. According to the announcement, these businesses are using AI-powered automation to accelerate processing while reducing the administrative burden placed on staff.  A common theme across AI deployments is the desire to scale operations without proportionally increasing headcount.