AI Integration Consulting
Practical AI for engineering and manufacturing businesses.
Most AI projects stall somewhere between the demo and daily use. We identify where AI creates measurable value in your business, from visual quality inspection and predictive maintenance to engineering knowledge assistants, and build a clear, costed roadmap.
Then we select, integrate and govern the right tools for your data, systems and people, with the same engineering discipline we apply to every project.
- Manufacturers and engineering firms exploring AI with no clear starting point
- Leadership teams that need a credible, costed AI roadmap
- Organisations with stalled AI pilots that need to reach production
AI implementation roadmap.
Every engagement follows a clear, staged process with defined decision gates, so you always know where your project stands and what happens next.
- 01AssessReadiness and data
- 02◆ GatePrioritiseUse cases by value and risk
- 03PilotProve value on one use case
- 04IntegrateConnect to ERP, MES, PLM
- 05GovernPolicy, security, oversight
- 06ScaleRoll out and monitor
AI Integration Consulting services.
Select a service to see what is included, what you receive and the benefits.
AI Readiness Assessment
Know where AI fits before you spend on it.
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AI Strategy & Roadmap
A costed, prioritised plan for AI adoption.
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Computer Vision Quality Inspection
Automated inspection that never gets tired.
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Predictive Maintenance
Fix equipment before it fails.
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Generative AI Knowledge Assistants
Your engineering knowledge, instantly searchable.
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ERP, MES & PLM Integration
Connect AI to the systems you already run.
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AI Governance & Data Security
Adopt AI safely, responsibly and compliantly.
Learn moreWhat changes for your business.
Clear priorities
A roadmap ranked by value, feasibility and risk.
Working solutions
AI deployed into real workflows, not left as pilots.
Safe adoption
Governance and policies that protect your data and IP.
AI Integration Consulting: common questions.
We are a mid-sized manufacturer. Is AI realistic for us?
Yes. Many of the best returns come from simple, well-targeted uses such as automated inspection, document handling and maintenance prediction, using data you already collect.
Is our data secure?
We design every solution around your security requirements, favour enterprise-grade platforms with data residency options, and put clear AI usage policies in place.
2–4 week AI opportunity assessment, followed by 6–16 week implementation projects.
Every engagement starts with a free consultation and a fixed-scope proposal with clear deliverables, timing and success measures.
Articles on AI and automation.
Microsoft 365 automation quick wins for manufacturers
Most manufacturers already pay for Microsoft 365, and few use its automation tools. Practical quick wins with Power Automate, Forms, Lists, Teams and Copilot that remove routine admin within weeks, without new systems.
Case studyCase study: an AI-assisted NCR workflow halves closure time
A medical device contract manufacturer managed non-conformances on paper and spreadsheets, and many stayed open for weeks. A digital NCR workflow with AI-drafted descriptions and suggested similar cases cut average closure time from 34 to 15 days and overdue NCRs from 41 to 6.
AI agents in manufacturing: realistic use cases for 2026
AI agents can now read emails, query systems and draft work, but most manufacturing pilots still stall. Five use cases that are delivering real value in 2026, the architecture that keeps them safe, and the guardrails that decide success.
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ExploreLet’s turn your next idea into a market-ready product.
Whether it’s a bold new product, a strategy that needs sharpening or an operation that should be doing more, a conversation with a senior consultant is the fastest way to find out what’s possible.
- Free initial consultation with a senior engineer
- Response within one business day
- Confidentiality and NDA available on request
Prefer to give us the full picture? Use the detailed project enquiry form