Strategic collaboration · BuildQM · buildqm.com
Last-mile digital transformation for an AI-oriented factory in Vietnam
Together with BuildQM, SolvoSync works on the Vietnam factory of a key consumer-product brand: connecting the production line to its own data, making that data trustworthy, and preparing the operation for AI. BuildQM brings the manufacturing judgment; SolvoSync brings the systems, data and AI engineering.
- Partner
- BuildQM — manufacturing capability that lasts
- Client
- A key consumer-product brand (confidential)
- Site
- Factory in Vietnam
- Scope
- Last-mile digital transformation · AI-oriented factory
The collaboration
Manufacturing judgment meets software and AI engineering
A factory does not become digital because a dashboard was installed. The hard part is the last mile: the line stations, test equipment, work orders, operators, and the MES and ERP systems that must all agree with each other before any number can be trusted—or handed to an AI.
That is where the two firms meet. BuildQM diagnoses and stabilizes the manufacturing condition and connects the capabilities the outcome requires. SolvoSync designs and builds the integrations, the data layer and the AI layer that make the result repeatable, visible and transferable to the factory's own team.
- Manufacturing
- Last-mile digital transformation
- AI-oriented factory
- MES / ERP integration
Who does what
BuildQM
Manufacturing diagnosis and judgment; new product introduction, validation, test and scale; stabilizing the line and defining what the evidence must show; access to Manufacturing Operations Center experts and the FactoryOS platform.
SolvoSync
System integration between stations, test equipment, MES, ERP and partners; data pipelines, schemas and dashboards; automation of repetitive flows; the AI layer—retrieval-augmented assistants and monitoring; documentation and hand-over to the factory team.
The last mile
What last-mile digital transformation means on a factory floor
The brand's systems and BuildQM's platform define what good looks like. The last mile is making it true at every station and every shift, in the factory's own language—without a rip-and-replace of what already works.
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1
Connect the line
Stations, test equipment, barcode and label flows, MES and ERP joined through well-defined interfaces. ERP, MES and PLM remain the source of truth; we integrate with them rather than replace them.
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2
Make the data trustworthy
Documented schemas, validation at the point of capture, serial- and lot-level traceability and audit trails—so a yield number means the same thing to the operator, the engineer and the brand.
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3
Give people visibility
Dashboards and reports for yield, quality, repeatability and exceptions, surfaced while there is still time to act—and portable to the next line or the next site.
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4
Prepare the factory for AI
Structured data, documented processes and clean interfaces are what make AI useful on a production floor. The AI layer is built on top of them, never instead of them.
AI-oriented factory
Structured data first. Then AI that people can trust.
The same rule we apply everywhere: AI reads, understands and advises; software and people decide and record. On a production line that discipline is not optional.
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Data the factory owns
A data layer with documented schemas that the customer controls—data sovereignty by design—so models, reports and partners all read from the same governed source.
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Assistants grounded in the factory's own documents
Retrieval-augmented assistants that answer from work instructions, process specifications, failure catalogues and the line's own history—in the operator's or engineer's language, with the source named.
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Monitoring that surfaces drift early
An automated watch on yield, quality, repeatability and stability, with people deciding what to change—so issues are seen before they become escapes.
How we work together
Four working principles
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01
Integrate, don't replace
The factory's ERP, MES and PLM remain the systems of record. New infrastructure sits beside them, not on top of their ruins.
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02
Evidence over opinion
Every decision rests on data that can be traced back to a station, a shift and a record.
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03
The customer owns the data
Schemas, documentation and access belong to the factory—not locked inside a vendor's platform.
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04
The capability stays
Knowledge is transferred by working alongside the team. In BuildQM's words: the project concludes, the capability remains.
The partner
BuildQM — manufacturing capability that lasts
“Manufacturing capability that lasts.”
BuildQM brings experienced manufacturing judgment to difficult moments across new product introduction and production scaling—from NPI through validation, test and scale. Its team includes practitioners behind the introduction and scaling of products such as the Apple iPhone, iPod and Macintosh and the Sony Trinitron, and it works through its FactoryOS platform and a Manufacturing Operations Center (MOC) of specialists.
Founder and CEO Tony Aghazarian spent two decades as one of the key architects of Apple's manufacturing infrastructure, leading new product introduction for the first iPhone, iPad, Apple Watch, AirPods and Apple Vision Pro.
BuildQM's operating rhythm
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1
Recognize
Establish what is actually happening—in the operation's own data—before naming a cause.
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2
Stabilize
Take the immediate pressure off: contain the escape, hold the schedule, return the line to predictable behaviour.
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3
Connect
Connect the capabilities the outcome requires—from NPI through validation, test and scale.
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4
Strengthen
Transfer knowledge and capability so the result can be reproduced, sustained and scaled without outside help.
Source: buildqm.com
Related SolvoSync services
Questions about this collaboration
Who is the client?
A key consumer-product brand whose factory is located in Vietnam. The brand and the site are confidential; what we can describe publicly is the nature of the work and how the two firms share it.
What does BuildQM do, and what does SolvoSync do?
BuildQM provides the manufacturing judgment—diagnosis, stabilization, new product introduction, validation, test and scale—together with its FactoryOS platform and Manufacturing Operations Center. SolvoSync designs and builds the integrations between stations, MES and ERP, the data layer and dashboards, the automation and the AI layer, and documents everything for the factory's own team.
What is “last-mile digital transformation”?
The gap between the systems a company already has and what actually happens at each station and shift. Closing it means connecting equipment, MES and ERP reliably, validating data at the point of capture and giving people trustworthy views—before any AI is added on top.
Can SolvoSync help our factory, even outside Canada?
Yes. SolvoSync is based in Ontario, Canada and works remotely and on site; this engagement is in Vietnam. If you run a factory, a contract manufacturer or a brand with manufacturing partners, get in touch and we will tell you honestly whether and how we can help.
Planning a digital or AI step on your production floor?
SolvoSync connects stations, MES and ERP, makes the data trustworthy and adds an AI layer people can rely on—on our own or together with manufacturing partners like BuildQM.