Where AI leadersthink together.
Technology is accelerating. Leadership judgment must advance with it. TIC brings senior leaders, practitioners and researchers into a serious shared inquiry: how organisations adopt AI responsibly and become more intelligent through it.
AI adoption is accelerating.
Leadership readiness is not.
The Intelligence Circle brings leaders, practitioners and researchers into one serious conversation: how organisations move from isolated AI activity to responsible, intelligent ways of working.
The gap between knowing and doing
Most organisations have AI on the agenda. Very few have truly adopted it. The difference is rarely technology. It is people, culture, governance, and leadership.
AI adoption without AI governance is not progress. It is risk.
Not a course.
Not a conference.
An institution.
The Intelligence Circle is a private peer network for the leaders shaping how organisations adopt artificial intelligence responsibly.
We are not a training programme or a vendor marketplace. We are a curated community where senior practitioners exchange candid, evidence-based insight on what AI adoption genuinely requires inside real organisations.
Founded in 2026, our members span Pakistan, the UAE, the United Kingdom, and Saudi Arabia, united by a shared conviction that intelligence is collective and leadership is practitioner-driven.
Practitioner-First
Every voice in the circle has lived the challenge. No spectators.
Candour Over Comfort
Real conversations about what is not working, not just what is.
Curation Over Scale
Quality of membership always over quantity. Invitation only.
Intelligence That Travels
Every session produces insight members can act on immediately.
Three frameworks. One system.
Prepare yourself with FACTOR. Measure your organisation with IMI™. Transform it with ALIGN™. Original frameworks developed by our Founder and used across every Circle engagement.
The FACTOR Framework
Prompt Engineering for HRAI doesn't fail because it lacks intelligence. It fails because our questions lack clarity.
Focus / Role
Who is the AI being? Set the expert role it should take.
Aim / Task
What should it do? State the task plainly and directly.
Context
What does it need to know? Give the background that matters.
Terms / Constraints
What are the rules? Set the limits and what to avoid.
Output Format
How should it respond? Define the shape of the answer.
Review
Verify before finalising. Is the output evidence-based and sound?
FACTOR™ operates in two connected applications. The first measures your personal AI readiness across six dimensions. The second turns that readiness into action, structuring how you write precise AI prompts. You use the assessment to know where you stand. You use the prompt framework to do something about it.
Application 1 · Individual AI Readiness Assessment
Foundation
Understanding how AI works, its possibilities, limitations, and business impact.
Awareness
Recognising where AI creates value, risks, and opportunities in your work.
Capability
Knowing how to use AI tools effectively and interpret outputs critically.
Transformation
Applying AI to improve processes, create new value, and transform how work gets done.
Orientation
Building the right mindset, curiosity, and adaptability to work alongside AI.
Responsibility
Using AI ethically, safely, and inclusively while protecting privacy, fairness, and trust.
Scored 1 to 5 per dimension. Total out of 30. Five readiness levels:
Four readiness personas: The Enthusiast · The Sceptic · The Operator · The Theorist
Application 2 · Prompt Engineering for HR
"AI doesn't fail because it lacks intelligence. It fails because our questions lack clarity."
Focus / Role
Assign the AI an expert identity. The more specific the role, the more precise the output.
Aim / Task
State the task with precision. Not "analyse this data" but exactly what you need from it.
Context
Give the background that changes the answer: company size, sector, geography, team data.
Terms / Constraints
Set the guardrails. What to avoid, what to flag, what language to use or not use.
Output Format
Define the shape of the answer: themes, quotes, recommendations, tables, or bullet points.
Review
Before using the output, verify it. Is it evidence-based? Does it hold up to scrutiny?
FACTOR™ Assessment Scorecard
The Four AI Readiness Personas
Intelligence Maturity Index™
Diagnostic · 35 Items · 6 DimensionsClassifying, measuring and advancing organisational AI maturity. Inspired by Jim Collins' Level 5 Leadership.
Reactive Organisation
"We know AI matters, but we do not know where to start."
Exploratory Organisation
"We are testing AI and exploring opportunities."
Operational Organisation
"AI is changing how we work."
Strategic Organisation
"AI is a strategic capability."
Intelligent Organisation™
"Intelligence is how we operate."
The IMI™ assesses six interdependent dimensions that together determine your organisation's intelligence maturity. Scored 0 to 100. Completed by the senior leadership team collectively, not by a single respondent. The result is a map of where you genuinely stand, not where you think you stand. Strength in one dimension is not enough. Sustainable AI success comes from balance and continuous improvement across all six.
Leadership
Leadership vision, alignment, and commitment to AI. The tone set at the top determines how far adoption travels.
Capability
The skills, knowledge, and confidence of your people to use AI effectively. Includes practical tool proficiency and critical evaluation of outputs.
Governance
Policies, ethics, risk management, and responsible AI practices. Governance is what makes adoption sustainable, not what slows it down.
Integration
AI embedded in processes, systems, and workflows to create value. The test: is AI changing how work actually gets done, or still sitting in a pilot?
Measurement
Data, metrics, and KPIs to track performance and prove impact. You cannot manage what you cannot measure.
Culture
Mindset, behaviours, collaboration, and a culture that embraces change. The hardest dimension to shift, and the most important to sustain.
Five maturity levels
Level 1
Reactive
0-20
Level 2
Exploratory
21-40
Level 3
Operational
41-60
Level 4
Strategic
61-80
Level 5
Intelligent Org™
81-100
The Six IMI™ Dimensions
IMI™ Maturity Radar
IMI™ Assessment Dashboard
The Path to Level 5: The Intelligent Organisation™
IMI™ Heat Map
The ALIGN™ Framework
Organisational AdoptionAligning People, Process, Culture and Technology for Sustainable AI Adoption.
Assess
Understand where your organisation actually stands on AI readiness.
Learn
Build AI literacy at executive, manager, and workforce levels.
Integrate
Embed AI into real workflows and decision-making.
Govern
Create guardrails that protect without killing innovation.
Normalise
Make AI part of culture until it becomes the default.
ALIGN™ is a five-stage organisational method for leaders serious about sustainable AI adoption. It moves an organisation from understanding where it stands, through building genuine capability and embedding AI into real work, to the point where AI is simply how the organisation operates. The cycle is continuous: Normalise feeds back into a more sophisticated Assess. The goal is the Intelligent Organisation™.
Assess
Before anything else, understand the organisation's true AI maturity using IMI™. Most organisations overestimate where they are. An honest assessment sets a realistic baseline and prevents wasted investment in the wrong priorities.
Learn
Build AI literacy at every level: executive, manager, and frontline. Literacy is not tool training. It is the ability to think clearly about where AI adds value, where it does not, and what governance it requires.
Integrate
Embed AI into real workflows and decision-making processes. The test is simple: is it changing how work actually gets done, or is it still sitting in a pilot? Integration means operational change, not experimentation.
Govern
Create guardrails that protect the organisation without killing momentum. Governance covers data privacy, bias risk, accountability, and human oversight. It is not a blocker. It is what makes adoption sustainable.
Normalise
AI becomes the default way of working. It is no longer a project or an initiative. It is simply how the organisation thinks, decides, and operates. At this point, the organisation is on the path to the Intelligent Organisation™.
The case for real adoption.
Most organisations are not failing at AI because of the technology. They are failing because no one has aligned their people, governance, and strategy around it. This book is the practitioner's guide to changing that. Built on four original frameworks, tested in live organisations, and written for leaders who want to lead, not just follow.
- AssessReading true maturity with IMI™ across six dimensions
- ReadyBuilding individual capability with the FACTOR™ Framework
- AlignSetting the whole organisation in one direction with ALIGN™
- LeadGrowing AI careers with ASCEND™ in a reshaped world
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The people building the Circle
A founding team across Pakistan, the Gulf, and academia, brought together to shape how senior leaders adopt AI responsibly.
Springer-published author on Green HRM and sustainability. AI adoption leader and architect of FACTOR™, ALIGN™, IMI™ and ASCEND™.
HR operations, talent, culture, and organisation development across Pakistan and the UAE.
Dubai-based HR leader with twelve years in the UAE market and deep digital HR transformation experience.
Lecturer at the University of Lahore, bridging academic research and live HR practice.
HR leader across multiple sectors, Power BI certified, with an MBA in Human Resource Management.
Founding curator focused on the member journey and the experience of the Circle.
Founding curator driving the growth and reach of the community.
Representing the next generation of AI-ready talent within the Circle.
The rhythm of the circle
The Intelligence Circle operates through a deliberate cadence of provocations, roundtables, and published intelligence.
The Provocation
A single focused question released by the Founder to generate candid discussion on a specific AI adoption challenge.
The Roundtable
A 90-minute session for 15 to 25 members. One agenda, rotating chair, documented with a published insight summary.
The Summit
Our flagship in-person event bringing the entire community together with a published insight report.
The Intelligence Brief
A members-only newsletter synthesising session outputs, curated research, and original perspective.
Executive Briefings
Tailored corporate sessions delivered under The Intelligence Circle platform for leadership teams.
TIC Academy
Structured learning. ALIGN™ Masterclass, FACTOR sessions, and official IMI™ Assessments.
AI Readiness & Intelligent Organisations
The inaugural TIC training programme. Eight sessions, four weeks, one connected method. Built entirely around FACTOR™, IMI™, and ALIGN™ as a working system, not as separate tools.
Cohort 1 took senior practitioners from a clear understanding of how AI works, through hands-on mastery of the leading tools, to the strategic frameworks needed to make an organisation genuinely AI-ready.
Each session paired a focused lecture with a hands-on workshop. Every session ended with a piece of work that participants created and brought to the next meeting. The assignments built cumulatively toward a final AI adoption roadmap for each member's own organisation.
Originally designed as a twelve-session programme, it was concentrated into eight tightly sequenced sessions. Nothing essential was removed. What was cut was repetition, so that every hour earned its place.
Cohort 2 is now forming. If you are a senior leader who wants a working method for AI adoption, not just an awareness session, this programme is for you.
Request an Invitation"It takes senior professionals from a clear understanding of how AI works through disciplined hands-on mastery to the strategic frameworks needed to make an organisation genuinely AI-ready."
Programme Overview, Cohort 1
The Age of Intelligence
Foundations of AI and why every leader needs to care. The inflection point we are in and what it demands.
Understanding Large Language Models
Tokens, context windows, hallucinations, and reasoning. How these tools actually work beneath the surface.
FACTOR™ Part 1
Focus, Aim, Context. The first three blocks of the prompt engineering framework, applied to real HR work.
FACTOR™ Part 2
Terms, Output, Review. Completing the framework. Live prompt builds across HR, Finance, and Operations.
ChatGPT Mastery
Projects, research, and executive use cases. Using ChatGPT deliberately rather than experimentally.
Claude Mastery
Long context, policy drafting, and platform judgement. When to use which tool and why it matters.
AI Readiness and IMI™
Running the Intelligence Maturity Index™ on your own organisation. Reading the results and building a roadmap.
ALIGN™ and the Capstone
The five-stage adoption framework in full. Participants present their organisational AI roadmap as the final deliverable.
TIC for Organisations
TIC's proprietary frameworks are available to leadership teams through structured engagements — sitting alongside the community and programme offering, not replacing it.
A senior leadership conversation grounded in the IMI™ diagnostic. Online or in-person. Creates shared understanding and identifies the highest-leverage next move.
Structured IMI™ assessment across six dimensions. Produces a readiness profile and a prioritised action set.
Workforce readiness, capability frameworks and responsible deployment built on Founder expertise in human capital transformation.
Practical ability to direct AI effectively and responsibly. Built around FACTOR™ as a teachable, assessable workforce capability.
Understanding where the organisation sits on the ALIGN™ cycle and what the next stage requires.
Governance, human judgement, accountability and organisational controls using the Governance and Culture dimensions of IMI™.
All engagements are scoped in conversation. No prices are published.
Start a Conversation
Select the enquiry type below.
Membership is by invitation
The Intelligence Circle is a curated community. Members are admitted by personal invitation only, ensuring every voice in the room is a genuine peer.
Request an Invitation
Share your details and a brief note on your role and interest in AI adoption leadership.
Curated Review
Each request is personally reviewed by the Founder to ensure alignment with the community.
Welcome to the Circle
Accepted members receive a founding welcome, member credentials, and full access to the community.
An invitation to found, not merely to join.
The founding cohort of 2026 shapes the culture, direction, and standards of The Intelligence Circle from its very first day. Founding members are permanently recognised as such.
- Permanent founding member recognition
- Direct access to a global peer network of senior leaders
- The monthly Intelligence Brief and quarterly roundtables
- Priority access to the Annual Summit and Executive Briefings
- Early access to ALIGN™, IMI™ and FACTOR programmes
Where the work is recognised
Engagements across universities, innovation summits, and professional bodies. Every engagement is grounded in the same frameworks that power The Intelligence Circle.
ITU Sparkup Innovation Summit 2026
Panelist and Distinguished Contributor at Pakistan's leading technology and innovation summit, addressing AI adoption and responsible leadership.
Lahore Business School
Visiting Faculty at AACSB-accredited LBS. Delivers sessions on AI leadership, people strategy, and the frameworks that shape intelligent organisations.
University of Lahore
Visiting Faculty delivering AI readiness curriculum to business and management students, connecting academic theory to live enterprise practice.
FutureHR Network
Speaker and session lead at Pakistan's premier HR community. Topics include Fair AI, governance, DEI in the age of algorithms, and workforce readiness.
DEI & AI Leadership Panels
Panelist on the intersection of artificial intelligence, diversity, equity, and inclusion. Focused on governance, fairness, and responsible adoption.
AI Readiness Workshops
Practical, framework-led workshops for corporate teams and senior leaders. Over 2,500 professionals trained across sectors and geographies.
AI Readiness for the Gulf's Next Phase
The GCC has not arrived late to AI. It has moved with sovereign conviction and capital that few regions can match. The next competitive advantage will come from converting that adoption into governed, scalable organisational capability.
The Intelligence Circle · State of AI Readiness 2026Across Saudi Arabia, the UAE, Qatar and the wider Gulf, AI has moved from ambition to deployment. GCC adoption rose from 62 to 84 per cent between 2023 and 2025. National strategies are set. Sovereign capital is committed. The question now is organisational: how do leaders convert velocity into durable, governed value?
TIC's frameworks — IMI™, ALIGN™ and FACTOR™ — address the workforce, leadership, governance and cultural dimensions that determine whether AI investment produces organisational transformation or a collection of stalled pilots.
US$14.9bn committed at LEAP 2025 alone. World-leading public-sector adoption. The strategic challenge is converting deployment velocity into scalable, governed organisational value.
No government endorsement implied or claimed.
First nation with a Minister of State for AI. 97% using AI for work or personal purposes. The challenge is translating individual usage into enterprise-wide transformation.
No government endorsement implied or claimed.
Qatar established its national AI strategy in 2019. Across the Gulf, a shared template is emerging: strategy at head-of-state level, governance institutions, workforce capability as state policy.
No government endorsement implied or claimed.
A movement, not a consultancy.
The Intelligence Circle is building a body of work and a community of leaders that will outlast any single engagement. Here is where we stand.
- The Intelligence Circle launched as a private, invitation-only global community for senior AI leaders.
- FACTOR™, ALIGN™ and IMI™ launched as a connected system of original frameworks for AI readiness and organisational adoption.
- First AI Readiness Cohort delivered across eight sessions over four weeks, with participants from HR, Operations, and C-suite.
- First Quarterly Intelligence Report produced and circulated to founding members.
- The Intelligent Organisation in progress, bringing the frameworks together as a complete body of work.
Thought leadership in print
Original frameworks, evidence-based practice, and a growing body of written work. This is not commentary. It is a record of a practitioner who built the method before writing about it.
AI
Leadership
Framework
Architecting AI Leadership
A practical framework for senior leaders building the AI leadership capability that organisations require. Built on the Chief AI Officer 7™ model, this book bridges the gap between AI ambition and the governance, workforce and strategic alignment needed to realise it.
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Founder’s Perspective
"AI readiness is not about perfection. It is about progress with purpose."
Usman Riaz Qazi
AI READINESS
2026
The State of AI Readiness 2026
TIC's inaugural executive intelligence publication. AI adoption has become near-universal. Value creation remains rare. This report examines that gap across three contrasting economies and applies TIC's proprietary frameworks to close it.
Adoption is now table stakes. Readiness is the differentiator — and readiness is a leadership discipline before it is a technical one.
38/50 AI Action Plan commitments met. Converting world-class governance into broad adoption.
Adoption rose 62% to 84% (2023–2025). US$30bn+ committed. 34% have enterprise data foundations.
National AI Policy 2025 approved. Target: one million AI professionals by 2030.
Usman Riaz Qazi
- Author — Architecting AI Leadership: The Chief AI Officer 7™ Framework for Building Intelligent Organisations
- Springer Author — Green HRM & Sustainability
- Visiting Faculty, Lahore Business School
- Visiting Faculty, University of Lahore
- Distinguished Contributor, ITU Sparkup Innovation Summit 2026
- Speaker & Panelist at 14+ Universities
- Creator of FACTOR™, ALIGN™ and IMI™ Frameworks
- Trained 2,500+ Professionals in AI Readiness, Leadership & People Strategy
Built by a practitioner who has done the work.
The Intelligence Circle was not born in a boardroom. It was born from years of leading AI adoption inside real organisations, training thousands of professionals, and seeing firsthand the gap between what leaders intend and what their organisations achieve.
Every framework we use was tested in practice before it was formalised. Every conversation we host is grounded in evidence, not opinion. This is a community for those who believe that responsible AI leadership is the defining capability of our era.
Request an Invitation
The Intelligence Circle is invitation only. Complete the form below and your request will be personally reviewed by the Founder. Founding cohort membership for 2026 is now open.
✦ Thank you. Your request has been received and will be personally reviewed.
Could not submit. Please email founder@theintelligencecircle.uk