Three Structured Engagements
for Different Stages of AI Readiness
Whether your organisation is just beginning to explore AI or already has a clear sense of direction, one of our three engagement formats will meet you where you are.
Return to HomeHow We Structure Every Engagement
Initial Consultation
A structured conversation to understand your current operations, data environment, and what you are hoping AI might address.
Scoping & Agreement
Engagement scope, deliverables, and timeline are documented and agreed before any work begins. No surprises mid-engagement.
Delivery & Review
Structured delivery phases with documented review points. You can track progress against the agreed scope throughout.
Handover & Brief
All deliverables handed over in full. Closing review session assesses whether scope objectives were met and documents any follow-on recommendations.
AI-Powered Customer Experience Mapping
A consulting engagement focused on understanding how AI tools can enhance your customer-facing operations. Noor Fikr maps the existing customer journey, identifies touchpoints where AI can add value — such as inquiry handling, personalisation of communications, or feedback analysis — and develops an implementation roadmap. The process involves customer data review (with appropriate privacy considerations), staff interviews, and benchmarking against sector practices.
Key Benefits
Process Overview
Kick-off & data access agreement
Establish scope, data handling protocols, and access to relevant documentation.
Journey mapping & staff interviews
Document the customer journey across all primary touchpoints. Conduct structured interviews with relevant staff.
AI touchpoint analysis & benchmarking
Evaluate each touchpoint against AI capability options. Compare against sector practices and document trade-offs.
Roadmap delivery & handover
Present prioritised implementation roadmap. Closing review session and final deliverable handover.
AI Awareness Workshops for Leadership Teams
A condensed workshop format designed for busy executives and senior managers who need a practical overview of AI capabilities and limitations without deep technical immersion. The workshop covers the current AI landscape, real-world business applications, common misconceptions, data requirements, and strategic considerations for adoption. Interactive scenario exercises are tailored to the client's industry.
Key Benefits
Workshop Structure
Session One: AI Landscape & Business Relevance
Current state of AI, real-world applications in your sector, common misconceptions, and data requirements for adoption.
Session Two: Strategic Adoption & Scenario Exercises
Industry-specific scenario exercises exploring AI relevance through the lens of your own business challenges. Adoption considerations and risk management.
Data Preparation and Quality Advisory
A foundational advisory service for organisations that recognise their data infrastructure may need attention before meaningful AI integration is possible. Noor Fikr audits the client's data collection practices, storage systems, labelling consistency, and accessibility across departments. The advisory produces a data quality report card and a practical improvement plan that addresses the most impactful issues first.
Key Benefits
Process Overview
Data access and scope agreement
Define data categories to be audited. Establish access protocols and data handling agreements.
Audit and analysis
Systematic audit of collection practices, storage architecture, labelling quality, and cross-departmental accessibility.
Report card presentation
Scored data quality report card with prioritised improvement plan. Presentation to relevant stakeholders.
Which Engagement Fits Your Situation?
Use this matrix to identify where your organisation stands and which engagement is most appropriate as a starting point.
| Feature | CX Mapping | Leadership Workshop | Data Advisory |
|---|---|---|---|
| Best for organisations new to AI | |||
| Produces a strategic roadmap | |||
| Addresses data infrastructure readiness | |||
| Suitable for senior leadership teams | |||
| Involves staff interviews and observation | |||
| Lowest-cost entry point |
For organisations with limited prior AI engagement, a common and effective sequence is: Leadership Workshop → Data Quality Advisory → Customer Experience Mapping. Each step builds on the understanding developed in the previous engagement. We are happy to discuss a phased approach during your initial consultation.
Standards Applied Across All Engagements
Data Privacy & Confidentiality
Confidentiality agreements signed with every client. Data handling governed by documented protocols aligned to UAE data protection requirements.
Documented Methodology
Each engagement follows a defined methodology with documented review points agreed in advance. Scope changes require explicit client approval.
AI Ethics Compliance
All recommendations assessed against AI ethics principles, including fairness, transparency, and accountability — particularly relevant for customer-facing AI applications.
Performance Metrics Definition
Roadmap deliverables include suggested KPIs and measurement approaches so you can assess the impact of any AI tools you subsequently adopt.
Vendor-Neutral Recommendations
No commercial relationships with software vendors. All tool references in deliverables include explicit limitations and alternative options.
Bilingual Delivery
All engagements available in English or Arabic. Deliverables can be prepared in either language or bilingual format as needed.
Fixed-Fee Engagement Pricing
All fees are agreed and documented before work begins. There are no open-ended retainers or hidden costs.
Leadership Workshop
- AI landscape overview
- Industry-specific scenarios
- Post-workshop brief
- Recommended reading list
Data Quality Advisory
- Data infrastructure audit
- Quality report card
- Prioritised improvement plan
- Stakeholder presentation session
CX Mapping Engagement
- Full customer journey mapping
- AI touchpoint analysis
- Sector benchmarking
- Implementation roadmap
Not Sure Which Engagement to Start With?
Our initial consultation is a conversation with no obligations. We'll help you understand which engagement makes sense for where your organisation is today.
Book a Consultation