AIET |
Consult
Advanced Manufacturing Consultancy for Smart, Regulated Industry
Independent technical advisory across machine vision, automation, robotics, and digital quality — helping UAE manufacturers reduce scrap, improve throughput, and prove compliance.
End-to-End Consultancy for Smart, Regulated Manufacturing
End-to-End Consultancy for Smart, Regulated Manufacturing
We support manufacturers at every stage of the automation lifecycle — defining requirements, specifying systems, managing risk, and ensuring solutions perform safely, reliably, and in conformance with standards.
Consultancy & Feasibility
Early-stage assessments, process reviews, sample evaluation, and ROI analysis — establishing whether automation is viable, justified, and technically sound before investment.
Consultancy & Feasibility
Early-stage assessments, process reviews, sample evaluation, and ROI analysis — establishing whether automation is viable, justified, and technically sound before investment.
Consultancy & Feasibility
Early-stage assessments, process reviews, sample evaluation, and ROI analysis — establishing whether automation is viable, justified, and technically sound before investment.
System Specification & Solution Definition
Creation of URS, functional specifications, and technical requirements — defining inspection, automation, safety, data, and performance criteria for internal teams or suppliers.
System Specification & Solution Definition
Creation of URS, functional specifications, and technical requirements — defining inspection, automation, safety, data, and performance criteria for internal teams or suppliers.
System Specification & Solution Definition
Creation of URS, functional specifications, and technical requirements — defining inspection, automation, safety, data, and performance criteria for internal teams or suppliers.
Implementation Oversight, FAT & SAT
Independent support through build, factory acceptance, and site acceptance — verifying systems meet specification, perform as intended, and are ready for production use.
Implementation Oversight, FAT & SAT
Independent support through build, factory acceptance, and site acceptance — verifying systems meet specification, perform as intended, and are ready for production use.
Implementation Oversight, FAT & SAT
Independent support through build, factory acceptance, and site acceptance — verifying systems meet specification, perform as intended, and are ready for production use.
Conformance, Safety & Continuous Improvement
Post-installation review, safety and standards conformance checks, and performance optimisation — ensuring systems remain compliant, robust, and aligned with evolving production needs.
Conformance, Safety & Continuous Improvement
Post-installation review, safety and standards conformance checks, and performance optimisation — ensuring systems remain compliant, robust, and aligned with evolving production needs.
Conformance, Safety & Continuous Improvement
Post-installation review, safety and standards conformance checks, and performance optimisation — ensuring systems remain compliant, robust, and aligned with evolving production needs.
Standard engagements
Designed to reduce risk before capital is committed
Automation Readiness & Opportunity Assessment
Identify where automation, machine vision, robotics, and metrology will deliver real value — and where they will not.
Clear, independent view of automation potential across your production processes. We analyse workflows, quality risks, and operational constraints to determine which technologies are appropriate, in what order, and with what level of investment risk.
Process and constraint analysis
Unlimited expense submissions for all employees
Unlimited expense submissions for all employees
Automation, vision, robotics, and metrology suitability
Real-time budget tracking and team visibility
Real-time budget tracking and team visibility
ROI and implementation complexity ranking
Role-based access for admins, managers, and employees
Role-based access for admins, managers, and employees
Clear “do / do later / do not do” recommendations
Expense and budget reports
Expense and budget reports
Support via in-app chat and email
Support via in-app chat and email
Support via in-app chat and email
Best for
Manufacturers considering automation investment or unsure where to start.
Factory Automation Performance & Upgrade Review
Improve performance, reliability, and quality from existing automation and inspection systems.
Focuses on factories with existing automation, vision, or robotic systems that are underperforming, unreliable, or no longer aligned with production needs. We identify improvement opportunities and define whether systems should be upgraded, reconfigured, or replaced.
Review of existing automation and inspection assets
Everything in Launch, plus:
Everything in Launch, plus:
Vision and inspection performance analysis
Department-level budgeting with flexible cost center mapping
Department-level budgeting with flexible cost center mapping
Automation & robotics utilisation, downtime, and safety review
AI-powered receipt scanning and automatic extraction of structured data
AI-powered receipt scanning and automatic extraction of structured data
Data quality and traceability assessment
Approval workflows customized to your team roles and hierarchy
Approval workflows customized to your team roles and hierarchy
Performance improvement and upgrade options
Interactive dashboards with export-ready insights for operations
Interactive dashboards with export-ready insights for operations
Costed improvement pathways
Multi-filter reporting across departments, vendors, and time periods
Multi-filter reporting across departments, vendors, and time periods
Obsolescence and risk assessment
Scheduled email delivery for key reports
Scheduled email delivery for key reports
Best for
Factories seeking measurable gains without unnecessary capital spend.
Best for
Factories seeking measurable gains without unnecessary capital spend.
Best for
Factories seeking measurable gains without unnecessary capital spend.
Solution Specification & URS Development
Translate decisions into procurement-ready technical specifications. Supplier selection and commercial support.
We develop clear, supplier-ready specifications that remove ambiguity, control scope, and enable fair, comparable quotations. This ensures solutions are delivered as intended.
We manage supplier selection, technical clarification, and comparison, ensuring decisions are based on capability, risk, and value.
Functional and performance requirements
Everything in Scale, plus:
Everything in Scale, plus:
User Requirement Specification (URS)
SSO (SAML/SCIM) for secure access
SSO (SAML/SCIM) for secure access
Acceptance criteria and FAT/SAT framework
Audit logs and compliance exports
Audit logs and compliance exports
Integration and data requirements
Dedicated account manager
Dedicated account manager
Supplier evaluation criteria
SLA-backed uptime and support guarantees
SLA-backed uptime and support guarantees
Supplier shortlisting and technical clarification
SLA-backed uptime and support guarantees
SLA-backed uptime and support guarantees
Decision justification
SLA-backed uptime and support guarantees
SLA-backed uptime and support guarantees
Reduced procurement risk
SLA-backed uptime and support guarantees
SLA-backed uptime and support guarantees
Best for
Manufacturers seeking confidence and control during supplier selection.
Best for
Manufacturers seeking confidence and control during supplier selection.
Best for
Manufacturers seeking confidence and control during supplier selection.
Why AIET | Consult
We help UAE manufacturers deliver confident, connected, future-ready automation
Manufacturers invest in automation to improve quality, accelerate throughput, and strengthen competitiveness. But without clear requirements, robust testing, and ongoing performance assurance, these systems often underperform or fail to deliver expected value.
AIET combines deep domain expertise in industrial automation, machine vision, data integrity, and safety-critical engineering to ensure your automation initiatives are delivered on time, on budget, and built to last — with predictable performance, measurable results, and compliance you can demonstrate.
Strategic Planning & Requirement Definition
Clear process and inspection goal setting
Clear process and inspection goal setting
Clear process and inspection goal setting
Requirements engineering tailored to your production realities
Requirements engineering tailored to your production realities
Requirements engineering tailored to your production realities
Creation of structured specifications and acceptance criteria
Creation of structured specifications and acceptance criteria
Creation of structured specifications and acceptance criteria
Technology recommendations aligned with long-term strategy
Technology recommendations aligned with long-term strategy
Technology recommendations aligned with long-term strategy
Independent Verification & Commissioning Support
Oversight of build and configuration to specification
Oversight of build and configuration to specification
Oversight of build and configuration to specification
Structured Factory Acceptance Testing (FAT)
Structured Factory Acceptance Testing (FAT)
Structured Factory Acceptance Testing (FAT)
Site Acceptance Testing (SAT) guidance and execution
Site Acceptance Testing (SAT) guidance and execution
Site Acceptance Testing (SAT) guidance and execution
Verification of performance against defined KPIs
Verification of performance against defined KPIs
Verification of performance against defined KPIs
Conformance, Safety & Operational Integrity
Safety reviews and conformity assessments
Safety reviews and conformity assessments
Safety reviews and conformity assessments
Validation support for regulated environments
Validation support for regulated environments
Validation support for regulated environments
Data traceability and audit-ready quality reporting
Data traceability and audit-ready quality reporting
Data traceability and audit-ready quality reporting
Alignment with UAE industrial standards and best practice
Alignment with UAE industrial standards and best practice
Alignment with UAE industrial standards and best practice
Performance Assurance & Continuous Improvement
Post-go-live performance benchmarking
Post-go-live performance benchmarking
Post-go-live performance benchmarking
False reject / throughput optimisation
False reject / throughput optimisation
False reject / throughput optimisation
Root-cause analysis for quality escapes
Root-cause analysis for quality escapes
Root-cause analysis for quality escapes
Advisory support as products and processes evolve
Advisory support as products and processes evolve
Advisory support as products and processes evolve
Machine Vision & Automation
Assessment of inspection and automation opportunities across production lines
Assessment of inspection and automation opportunities across production lines
Assessment of inspection and automation opportunities across production lines
Review of existing vision systems for robustness and performance
Review of existing vision systems for robustness and performance
Review of existing vision systems for robustness and performance
Independent specification of cameras, optics, lighting, and software
Independent specification of cameras, optics, lighting, and software
Independent specification of cameras, optics, lighting, and software
Build-ready technical specifications for inspection and automation systems
Build-ready technical specifications for inspection and automation systems
Build-ready technical specifications for inspection and automation systems
Metrology & Measurement Systems
Assessment of measurement requirements against tolerance and process capability
Assessment of measurement requirements against tolerance and process capability
Assessment of measurement requirements against tolerance and process capability
Review of existing metrology systems for accuracy and repeatability
Review of existing metrology systems for accuracy and repeatability
Review of existing metrology systems for accuracy and repeatability
Specification of optical and non-contact measurement technologies
Specification of optical and non-contact measurement technologies
Specification of optical and non-contact measurement technologies
Measurement specifications, calibration strategy, and traceability definition
Measurement specifications, calibration strategy, and traceability definition
Measurement specifications, calibration strategy, and traceability definition
Robotics & Automation
Assessment of robotic suitability for handling, inspection, and measurement
Assessment of robotic suitability for handling, inspection, and measurement
Assessment of robotic suitability for handling, inspection, and measurement
Review of existing robotic cells for performance and safety
Review of existing robotic cells for performance and safety
Review of existing robotic cells for performance and safety
Specification of robots, end-effectors, and vision guidance
Specification of robots, end-effectors, and vision guidance
Specification of robots, end-effectors, and vision guidance
Alignment with safety standards, risk assessments, and regulations
Alignment with safety standards, risk assessments, and regulations
Alignment with safety standards, risk assessments, and regulations
AIET | Consult
Why advanced manufacturing consultancy?
Modern manufacturing excellence is no longer achieved through isolated automation projects. It requires a joined-up strategy across process design, machine vision, robotics, data integrity, and compliance. An advanced manufacturing consultancy provides the technical leadership needed to deliver measurable results at production scale.
AIET | Consult
Why advanced manufacturing consultancy?
Modern manufacturing excellence is no longer achieved through isolated automation projects. It requires a joined-up strategy across process design, machine vision, robotics, data integrity, and compliance. An advanced manufacturing consultancy provides the technical leadership needed to deliver measurable results at production scale.
AIET | Consult
Why advanced manufacturing consultancy?
Modern manufacturing excellence is no longer achieved through isolated automation projects. It requires a joined-up strategy across process design, machine vision, robotics, data integrity, and compliance. An advanced manufacturing consultancy provides the technical leadership needed to deliver measurable results at production scale.
From strategy to execution
Advanced manufacturing systems are complex by nature. Vision hardware, automation platforms, control software, safety architecture, and quality data must work together reliably. A specialist consultancy ensures these elements are designed as a single system, not bolted together after the fact.
From strategy to execution
Advanced manufacturing systems are complex by nature. Vision hardware, automation platforms, control software, safety architecture, and quality data must work together reliably. A specialist consultancy ensures these elements are designed as a single system, not bolted together after the fact.
From strategy to execution
Advanced manufacturing systems are complex by nature. Vision hardware, automation platforms, control software, safety architecture, and quality data must work together reliably. A specialist consultancy ensures these elements are designed as a single system, not bolted together after the fact.
Faster ROI through disciplined engineering decisions
Poorly scoped automation increases cost, risk, and downtime. An experienced consultancy defines what should be automated, when, and why — focusing investment where it delivers the greatest impact on yield, throughput, and quality performance.
Faster ROI through disciplined engineering decisions
Poorly scoped automation increases cost, risk, and downtime. An experienced consultancy defines what should be automated, when, and why — focusing investment where it delivers the greatest impact on yield, throughput, and quality performance.
Faster ROI through disciplined engineering decisions
Poorly scoped automation increases cost, risk, and downtime. An experienced consultancy defines what should be automated, when, and why — focusing investment where it delivers the greatest impact on yield, throughput, and quality performance.
Solutions designed for your process, not a template
No two production lines are the same. Effective consultancy delivers process-specific automation, tailored to your product, tolerances, volumes, and regulatory environment — rather than generic off-the-shelf systems.
Solutions designed for your process, not a template
No two production lines are the same. Effective consultancy delivers process-specific automation, tailored to your product, tolerances, volumes, and regulatory environment — rather than generic off-the-shelf systems.
Solutions designed for your process, not a template
No two production lines are the same. Effective consultancy delivers process-specific automation, tailored to your product, tolerances, volumes, and regulatory environment — rather than generic off-the-shelf systems.
Built for compliance, traceability, and long-term operation
In regulated and high-value industries, automation must be audit-ready from day one. Advanced manufacturing consultancy embeds digital traceability, validation readiness, and lifecycle support into the system design — protecting production today and scaling capability tomorrow.
Built for compliance, traceability, and long-term operation
In regulated and high-value industries, automation must be audit-ready from day one. Advanced manufacturing consultancy embeds digital traceability, validation readiness, and lifecycle support into the system design — protecting production today and scaling capability tomorrow.
Built for compliance, traceability, and long-term operation
In regulated and high-value industries, automation must be audit-ready from day one. Advanced manufacturing consultancy embeds digital traceability, validation readiness, and lifecycle support into the system design — protecting production today and scaling capability tomorrow.
Frequently asked questions
Common questions we’re asked before starting an automation or machine vision consultancy engagement
Schedule a call
Let’s talk about your application and how AIET Group can help you.
Do you prefer email? We're available at:
Schedule a call
Let’s talk about your application and how AIET Group can help you.
Do you prefer email? We're available at:
Schedule a call
Let’s talk about your application and how AIET Group can help you.
Do you prefer email? We're available at:
We provide independent technical leadership from first assessment through deployment. That typically includes process review, opportunity mapping, URS/specification writing, supplier evaluation, FAT/SAT support, and post-go-live optimisation.
Ideally before, so requirements and acceptance criteria are clear and supplier-neutral. If a supplier is already selected, we can still review scope, de-risk delivery, and verify performance against your business and compliance needs.
Yes. We produce URS, functional specifications, acceptance criteria, and test plans that procurement teams and system integrators can work from—reducing ambiguity, change requests, and project risk.
Yes. We plan and witness FAT/SAT, confirm conformance to specification, and ensure evidence is captured for auditability. We also support commissioning readiness, training requirements, and structured handover into operations.
We assess the safety concept early, align requirements to relevant standards, and ensure risk assessment and validation are addressed throughout delivery. We review guarding, interlocks, safety functions, and documentation so systems are demonstrably safe and compliant.
Both. Many clients use us purely as an independent authority; others ask us to specify and oversee delivery through trusted partners. Where AIET delivers directly, we do so with the same structured requirements, testing, and documentation discipline.
We commonly support manufacturers in industrial zones and free zones across high-precision and regulated environments—medical, aerospace, defence, pharma, and advanced industrial production—where quality, traceability, and uptime matter.
A short call, basic process context, and any existing drawings/specs or quality issues. From there we propose a focused assessment—usually a site visit plus a short written scope, risks, and next steps.
We provide independent technical leadership from first assessment through deployment. That typically includes process review, opportunity mapping, URS/specification writing, supplier evaluation, FAT/SAT support, and post-go-live optimisation.
Ideally before, so requirements and acceptance criteria are clear and supplier-neutral. If a supplier is already selected, we can still review scope, de-risk delivery, and verify performance against your business and compliance needs.
Yes. We produce URS, functional specifications, acceptance criteria, and test plans that procurement teams and system integrators can work from—reducing ambiguity, change requests, and project risk.
Yes. We plan and witness FAT/SAT, confirm conformance to specification, and ensure evidence is captured for auditability. We also support commissioning readiness, training requirements, and structured handover into operations.
We assess the safety concept early, align requirements to relevant standards, and ensure risk assessment and validation are addressed throughout delivery. We review guarding, interlocks, safety functions, and documentation so systems are demonstrably safe and compliant.
Both. Many clients use us purely as an independent authority; others ask us to specify and oversee delivery through trusted partners. Where AIET delivers directly, we do so with the same structured requirements, testing, and documentation discipline.
We commonly support manufacturers in industrial zones and free zones across high-precision and regulated environments—medical, aerospace, defence, pharma, and advanced industrial production—where quality, traceability, and uptime matter.
A short call, basic process context, and any existing drawings/specs or quality issues. From there we propose a focused assessment—usually a site visit plus a short written scope, risks, and next steps.
We provide independent technical leadership from first assessment through deployment. That typically includes process review, opportunity mapping, URS/specification writing, supplier evaluation, FAT/SAT support, and post-go-live optimisation.
Ideally before, so requirements and acceptance criteria are clear and supplier-neutral. If a supplier is already selected, we can still review scope, de-risk delivery, and verify performance against your business and compliance needs.
Yes. We produce URS, functional specifications, acceptance criteria, and test plans that procurement teams and system integrators can work from—reducing ambiguity, change requests, and project risk.
Yes. We plan and witness FAT/SAT, confirm conformance to specification, and ensure evidence is captured for auditability. We also support commissioning readiness, training requirements, and structured handover into operations.
We assess the safety concept early, align requirements to relevant standards, and ensure risk assessment and validation are addressed throughout delivery. We review guarding, interlocks, safety functions, and documentation so systems are demonstrably safe and compliant.
Both. Many clients use us purely as an independent authority; others ask us to specify and oversee delivery through trusted partners. Where AIET delivers directly, we do so with the same structured requirements, testing, and documentation discipline.
We commonly support manufacturers in industrial zones and free zones across high-precision and regulated environments—medical, aerospace, defence, pharma, and advanced industrial production—where quality, traceability, and uptime matter.
A short call, basic process context, and any existing drawings/specs or quality issues. From there we propose a focused assessment—usually a site visit plus a short written scope, risks, and next steps.
