BACKGROUND
A mid-size automotive components manufacturer based in Southern Ontario had invested $3.2 million in an automation transformation program intended to integrate robotic assembly cells with their existing Manufacturing Execution System (MES) and upgrade their quality inspection process with computer vision technology. The program was ambitious but well justified – labour shortages in the region were creating production constraints, and two major customers had signalled interest in expanded orders contingent on the facility's ability to increase throughput.
Eighteen months into a planned twenty-four-month program, the initiative had effectively stopped moving. The robotics vendor and the MES integration partner were in ongoing dispute about interface specifications. The computer vision system had been installed but never properly calibrated to production conditions. The internal project lead had resigned. And the executive sponsor – the company's VP of operations – had lost confidence that the program would ever deliver its original objectives.
By the time **Arise Consultants **was engaged, the company was considering a partial write-down of the investment and a scaled-back version of the original program. Instead, we recommended a structured recovery approach.
ASSESSMENT: WHAT WE FOUND
Our rapid assessment in the first two weeks identified the primary failure points clearly. There was no single owner accountable for cross-vendor coordination — each vendor was managing their own workstream in isolation, with no party responsible for the integration points between them. The project plan had not included a formal integration architecture document, which meant the vendors' respective assumptions about how their systems would connect had never been reconciled.
The computer vision system had been configured to vendor specifications but had never been tested against actual production lighting conditions, part variance, or line speed. The configuration gap was technical, but the cause was structural – no one had owned the acceptance testing process on the client side.
The MES integration work had been descoped informally during execution without formal change control documentation, meaning the reduced scope was invisible in the project plan and no one had formally communicated the implications to the business owner. The VP of Operations believed she was getting the full original integration. The delivery team knew she wasn't. Neither had the conversation.
THE RECOVERY APPROACH
Weeks 1–2
Stabilization and Stakeholder Reset
We convened a structured program review with the VP of Operations, all three technology vendors, and the company's internal IT lead. We presented an honest status assessment – scope gaps, timeline position, and budget consumption – and established a single point of program authority: Arise as the delivery lead with defined escalation authority over all vendor workstreams. A revised program charter was signed by all parties within the first ten days.
Weeks 2–5
Integration Architecture and Vendor Alignment
We commissioned and facilitated a three-session integration architecture workshop with the robotics vendor and the MES partner. The output was a binding interface specification document – agreed in writing by both vendors – that resolved the disputed technical questions and established clear responsibilities for each integration point. For the first time in the program, the vendors had a shared, written understanding of what they each needed to deliver and by when.
Weeks 5–9
Technical Delivery and Acceptance Testing
With the integration architecture agreed, the robotics vendor and MES partner were able to resume productive work. We ran weekly delivery reviews with each vendor – structured check-ins with milestone tracking, blocker identification, and documented action items. For the computer vision system, we designed a formal acceptance testing protocol that tested the system against actual production conditions across three shifts. The system required two rounds of calibration adjustment before passing – an outcome that would have been discovered much earlier had the testing protocol existed at initial deployment.
Weeks 9–10
Delivery and Handover
Delivery and Handover The full program, including robotics integration, MES connectivity, and the computer vision quality inspection system, was successfully delivered in week ten of the recovery engagement. We then prepared a comprehensive handover package for the internal operations team, which included vendor support contacts, system documentation, escalation procedures, and a sixty-day monitoring plan. The VP of Operations subsequently presented the project outcome to the company's board as a definitive recovery success.
OUTCOMES
The program delivered its core business objectives: automated assembly cells operational, MES integration live, and computer vision quality inspection running at production speed. The expanded throughput capacity enabled the company to confirm both of the customer orders that had been contingent on the upgrade – a combined commercial value that significantly exceeded the cost of the recovery engagement.
Beyond the immediate delivery, the engagement produced a set of governance artefacts – the integration architecture framework, the vendor management protocol, and the acceptance testing template – that the company has since applied to two subsequent automation initiatives, both of which have progressed without requiring external recovery support.
WHAT THIS CASE ILLUSTRATES
This program's failure was not caused by bad technology, an inadequate budget, or incompetent vendors. All three vendors were capable. The technology worked when properly configured. The budget was sufficient. The program failed because it had no structured delivery function maintaining cross-vendor accountability, no governance mechanism for managing scope changes, and no formal process for moving from installation to acceptance.
These are execution problems. They are also entirely preventable with the right project management infrastructure in place from the start. The cost of our recovery engagement was a fraction of what the company had already lost in delayed throughput and eroding customer confidence. The cost of building that infrastructure at the beginning of the program would have been a fraction of that.
Details in this case study have been generalized to protect client confidentiality. The operational and financial parameters are representative of a real Arise Consultants engagement. To discuss a similar situation within your organization, contact us at ariseconsultants.ca.
